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Marghany F, Ayobahan SU, Salinas G, Schäfers C, Hollert H, Eilebrecht S. Identification of molecular signatures for azole fungicide toxicity in zebrafish embryos by integrating transcriptomics and gene network analysis. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 374:126215. [PMID: 40189088 DOI: 10.1016/j.envpol.2025.126215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 04/03/2025] [Accepted: 04/04/2025] [Indexed: 04/12/2025]
Abstract
Azoles control fungal growth by inhibiting sterol biosynthesis in fungi according to the fungicide resistance action committee. Furthermore, previous studies have highlighted several effects of azole fungicides in fish including endocrine disruption. In this study, we analysed the transcriptome responses of zebrafish embryos exposed to azole fungicides to identify gene expression fingerprints indicating toxic effects such as endocrine disruption induced by sterol biosynthesis inhibition. Firstly, a modified zebrafish embryo toxicity test was conducted following the OECD 236 guideline, exposing embryos to difenoconazole, epoxiconazole, and tebuconazole. After 96 h, RNA was extracted for transcriptome analysis, which revealed concentration-dependent responses for each fungicide. Additionally, overrepresentation analysis of significantly differentially expressed genes revealed biological functions related to sterol biosynthesis and endocrine disruption. A gene set with specific expression patterns was was identified as molecular signature for indicating adverse effects induced by sterol biosynthesis inhibitors in zebrafish embryos. After further validation, the gene expression fingerprints and biomarkers identified in this study may be used in the future to identify endocrine activity of substances under development in a pre-regulatory screening using the zebrafish embryo model.
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Affiliation(s)
- Fatma Marghany
- Department Ecotoxicogenomics, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany; Department Evolutionary Ecology and Environmental Toxicology, Faculty Biological Sciences, Goethe University Frankfurt, Frankfurt, Germany; Department of Botany and Microbiology, Faculty of Science, Cairo University, Giza, Egypt
| | - Steve U Ayobahan
- Department Ecotoxicogenomics, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Gabriela Salinas
- NGS-Services for Integrative Genomics, University of Göttingen, Göttingen, Germany
| | - Christoph Schäfers
- Department Ecotoxicology, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Henner Hollert
- Department Evolutionary Ecology and Environmental Toxicology, Faculty Biological Sciences, Goethe University Frankfurt, Frankfurt, Germany; Department Environmental Media Related Ecotoxicology, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany
| | - Sebastian Eilebrecht
- Department Ecotoxicogenomics, Fraunhofer Institute for Molecular Biology and Applied Ecology IME, Schmallenberg, Germany.
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2
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Guo D, Meng Y, Zhao G, Wu Q, Lu Z. Moonlighting functions of glucose metabolic enzymes and metabolites in cancer. Nat Rev Cancer 2025; 25:426-446. [PMID: 40175621 DOI: 10.1038/s41568-025-00800-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/13/2025] [Indexed: 04/04/2025]
Abstract
Glucose metabolic enzymes and their metabolites not only provide energy and building blocks for synthesizing macromolecules but also possess non-canonical or moonlighting functions in response to extracellular and intracellular signalling. These moonlighting functions modulate various cellular activities, including gene expression, cell cycle progression, DNA repair, autophagy, senescence and apoptosis, cell proliferation, remodelling of the tumour microenvironment and immune responses. These functions integrate glucose metabolism with other essential cellular activities, driving cancer progression. Targeting these moonlighting functions could open new therapeutic avenues and lead to cancer-specific treatments.
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Affiliation(s)
- Dong Guo
- Zhejiang Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang Key Laboratory of Frontier Medical Research on Cancer Metabolism, and Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Fundamental and Transdisciplinary Research, Cancer Center, Zhejiang University, Hangzhou, China
| | - Ying Meng
- Zhejiang Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang Key Laboratory of Frontier Medical Research on Cancer Metabolism, and Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Fundamental and Transdisciplinary Research, Cancer Center, Zhejiang University, Hangzhou, China
| | - Gaoxiang Zhao
- Department of Oncology, Cancer Institute of The Affiliated Hospital of Qingdao University, Qingdao University, Qingdao Cancer Institute, Qingdao, China
| | - Qingang Wu
- Zhejiang Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang Key Laboratory of Frontier Medical Research on Cancer Metabolism, and Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Fundamental and Transdisciplinary Research, Cancer Center, Zhejiang University, Hangzhou, China
| | - Zhimin Lu
- Zhejiang Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, Zhejiang Key Laboratory of Frontier Medical Research on Cancer Metabolism, and Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.
- Institute of Fundamental and Transdisciplinary Research, Cancer Center, Zhejiang University, Hangzhou, China.
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3
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Chen L, Wu Z, Yuan W, Chen N, Lin P, Liao S, Xie G. Nuclear-localized metabolic enzymes: emerging key players in tumor epigenetic regulation. Mol Cell Biochem 2025:10.1007/s11010-025-05316-w. [PMID: 40434518 DOI: 10.1007/s11010-025-05316-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 05/19/2025] [Indexed: 05/29/2025]
Abstract
Advancements in tumor research have highlighted the potential of epigenetic therapies as a targeted approach to cancer treatment. However, the application of these therapies has faced challenges due to the issue of substrate availability since the discovery of epigenetic modifications. Interestingly, metabolic changes are closely associated with epigenetic changes, and notably, certain metabolic enzymes exhibit nuclear localization within epigenetically active cellular contexts. This suggests that nuclear localization of metabolic enzymes may provide a mechanistic foundation for addressing substrate availability issues in epigenetic regulation. To date, there has been limited progress in synthesizing this information systematically. In this study, we provide an overview of the interplay between metabolic enzymes and epigenetic mechanisms, highlighting their critical roles. Subsequently, we summarize recent advances regarding the nuclear localization of metabolic enzymes, shedding light on their emerging roles in epigenetic regulation and oncogenesis.
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Affiliation(s)
- Limei Chen
- The Third Affiliated Hospital of Sun Yat-Sen University, Yuedong Hospital, Meizhou, 514700, Guangdong, China.
| | - Zhihui Wu
- The Third Affiliated Hospital of Sun Yat-Sen University, Yuedong Hospital, Meizhou, 514700, Guangdong, China
| | - Weixi Yuan
- Department of Pharmacy, Institute of Pharmacy and Pharmacology, Hengyang Medical School, The First Affiliated Hospital, University of South China, Hengyang, 421001, Hunan, China
| | - Nan Chen
- The Third Affiliated Hospital of Sun Yat-Sen University, Yuedong Hospital, Meizhou, 514700, Guangdong, China
| | - Peina Lin
- The Third Affiliated Hospital of Sun Yat-Sen University, Yuedong Hospital, Meizhou, 514700, Guangdong, China
| | - Senyi Liao
- Department of Pharmacy, Institute of Pharmacy and Pharmacology, Hengyang Medical School, The First Affiliated Hospital, University of South China, Hengyang, 421001, Hunan, China
| | - Guopeng Xie
- The Third Affiliated Hospital of Sun Yat-Sen University, Yuedong Hospital, Meizhou, 514700, Guangdong, China.
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4
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Liang J, Wang D, Wu Y, Shi J, Xie B, Xiao R, Ni J, Wang C, Dong C, Shu HB, Li S, Zhou HB. Intercepting the Downstream of the Estrogen Receptor Signaling Pathway: Discovery of a Potent and Efficient SRC-3 PROTAC Degrader for Overcoming Endocrine Resistance Breast Cancer. J Med Chem 2025. [PMID: 40434408 DOI: 10.1021/acs.jmedchem.5c00425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2025]
Abstract
The oncogene steroid receptor coactivator-3 (SRC-3) plays a pivotal role in the downstream transcriptional regulation mediated by the estrogen receptor (ER), thereby promoting the occurrence and progression of endocrine resistance in breast cancer. Herein, we disclose a novel series of potent SRC-3 PROTACs to overcome endocrine resistance. These PROTACs were able to efficiently degrade SRC-3 and inhibit the proliferation of wild-type and endocrine-resistant breast cancer cells. Notably, compound BY13 could significantly inhibit the growth of drug-resistant breast tumors without observed toxicity in mice. Mechanism studies indicated that the degradation ability of these SRC-3 PROTAC degraders is ubiquitin proteasome system (UPS) pathway-dependent. Moreover, BY13 displays a highly selective blocking effect on the ER signaling pathway over that of the androgen receptor. This proof-of-concept study firmly confirms that SRC-3 is a promising therapeutic target for breast cancer treatment and highlights BY13 as a lead compound for developing novel therapeutics to overcome endocrine resistance in breast cancer.
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Affiliation(s)
- Jinsen Liang
- Department of Infectious Diseases, Medical Research Institute, Zhongnan Hospital of Wuhan University; Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Dandan Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Yihe Wu
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Jiahao Shi
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Baohua Xie
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Ruijing Xiao
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Jian Ni
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Chao Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Chune Dong
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Hong-Bing Shu
- Department of Infectious Diseases, Medical Research Institute, Zhongnan Hospital of Wuhan University; Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Shu Li
- Department of Infectious Diseases, Medical Research Institute, Zhongnan Hospital of Wuhan University; Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Hai-Bing Zhou
- Department of Infectious Diseases, Medical Research Institute, Zhongnan Hospital of Wuhan University; Frontier Science Center for Immunology and Metabolism, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan 430071, China
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- State Key Laboratory of Virology and Biosafety, Provincial Key Laboratory of Developmentally Originated Disease, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (MOE) and Hubei Province Engineering and Technology Research Center for Fluorinated Pharmaceuticals, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
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5
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Eyster C, Matsuzaki S, Pranay A, Giorgione JR, Faakye A, Ahmed M, Humphries KM. Mechanistic studies of PFKFB2 reveal a novel inhibitor of its kinase activity. PLoS One 2025; 20:e0317167. [PMID: 40402947 PMCID: PMC12097583 DOI: 10.1371/journal.pone.0317167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 04/10/2025] [Indexed: 05/24/2025] Open
Abstract
The 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase (PFKFB) family of proteins are bifunctional enzymes that are of clinical relevance because of their roles in regulating glycolysis in insulin sensitive tissues and cancer. Here, we sought to express recombinant PFKFB2 and develop a robust protocol to measure its kinase activity. These studies resulted in the unexpected finding that bacterially expressed PFKFB2 is phosphorylated in situ on Ser483 but is not a result of autophosphorylation. Recombinant PFKFB2 was used to develop an enzymatic assay to test a library of molecules selected by the Atomwise AtomNet® AI platform. This resulted in the identification of a new inhibitor, B2, that inhibits PFKFB2 (IC50 3.29 μM) and PFKFB3 (IC50 11.89 μM). A-498 cells, which express both PFKFB2 and PFKFB3, were treated with B2. Seahorse XFe analysis revealed B2 inhibited cellular glycolysis and glycolytic capacity. Targeted LC/MS analysis showed B2 decreased fructose-1,6-bisphosphate and downstream glycolytic intermediates but increased fructose-6-phosphate levels, which is consistent with an inhibitory effect on PFK-1 activity. The LC/MS metabolic profile of A-498 cells treated under identical conditions with the known PFKFB3 inhibitor, PFK158, was distinct from that induced by B2. These results thus demonstrate the identification and validation of a new PFKFB kinase inhibitor.
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Affiliation(s)
- Craig Eyster
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
| | - Satoshi Matsuzaki
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
| | - Atul Pranay
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
| | - Jennifer R. Giorgione
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
| | - Anna Faakye
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
- Department of Biochemistry and Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States of America,
| | - Mostafa Ahmed
- Atomwise Inc., San Francisco, California, United States of America
| | - Kenneth M. Humphries
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America,
- Department of Biochemistry and Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States of America,
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6
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Zhou S, Liu Y, Zhang N, Sun L, Ji C, Cui T, Chu Q, Zhang S, Wang J, Liu L. Glycolytic enzyme PFKFB4 governs lipolysis by promoting de novo lipogenesis to drive the progression of hepatocellular carcinoma. Cancer Lett 2025; 626:217774. [PMID: 40339954 DOI: 10.1016/j.canlet.2025.217774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2025] [Revised: 04/21/2025] [Accepted: 05/05/2025] [Indexed: 05/10/2025]
Abstract
Hepatocellular carcinoma (HCC) is among the most aggressive malignancies, marked by high recurrence rates and limited treatment efficacy, especially in HBV-associated HCC (HBV-HCC). This subtype exhibits pronounced metabolic reprogramming, with lipid synthesis playing a pivotal role in driving tumor aggressiveness and therapeutic resistance. However, the molecular mechanisms underlying this metabolic shift remain unclear. In our study, analysis of the LIHC-TCGA database and comparisons between HCC tissues and adjacent peri-tumoral tissues revealed that 6-Phosphofructo-2-Kinase/Fructose-2,6-Biphosphatase 4 (PFKFB4) is significantly upregulated in HBV-HCC. Moreover, elevated PFKFB4 expression correlates with poorer prognosis and unfavorable overall survival among HBV-HCC patients. Functional assays demonstrated that PFKFB4 promotes HCC proliferation by enhancing glycolysis and de novo lipid synthesis. Notably, PFKFB4 not only increases glycolytic flux but also upregulates sterol regulatory element-binding protein 1 (SREBP1) expression via its enzymatic activity. Mechanistically, PFKFB4 suppresses phosphorylated AMP-activated protein kinase (p-AMPK) through enhanced aerobic glycolysis, which in turn stimulates the level of SREBP1. Collectively, these findings position PFKFB4 as a critical mediator of metabolic reprogramming in HBV-HCC and a promising therapeutic target.
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Affiliation(s)
- Shuo Zhou
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Yao Liu
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Ning Zhang
- Department of General Surgery, Key Laboratory of Hepatosplenic Surgery, Ministry of Education, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Linmao Sun
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Changyong Ji
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Tianming Cui
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Qi Chu
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China
| | - Shugeng Zhang
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China; Department of Organ Transplantation Center, Anhui Province Key Laboratory of Hepatopancreatobiliary Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
| | - Jiabei Wang
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China; Department of Organ Transplantation Center, Anhui Province Key Laboratory of Hepatopancreatobiliary Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
| | - Lianxin Liu
- Department of Hepatobiliary Surgery, Centre for Leading Medicine and Advanced Technologies of IHM, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230001, China; Anhui Provincial Key Laboratory of Hepatopancreatobiliary Surgery, Hefei, Anhui, 230001, China; Anhui Provincial Clinical Research Center for Hepatobiliary Diseases, Hefei, Anhui, 230001, China; Department of Organ Transplantation Center, Anhui Province Key Laboratory of Hepatopancreatobiliary Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China.
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7
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Khan G, Hussain MS, Ahmad S, Alam N, Ali MS, Alam P. Metabolomics as a tool for understanding and treating triple-negative breast cancer. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-025-04234-4. [PMID: 40314763 DOI: 10.1007/s00210-025-04234-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2025] [Accepted: 04/25/2025] [Indexed: 05/03/2025]
Abstract
Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous variant of breast cancer distinguished by a lack of targeted therapies, posing significant challenges in diagnosis and treatment. Metabolomics, the comprehensive study of small compounds in biological systems, has been identified as an instrument for revealing the metabolic underpinnings of TNBC. This review highlights recent advancements in metabolomic approaches, such as mass spectrometry and nuclear magnetic resonance, which have identified metabolic vulnerabilities, resistance mechanisms, and potential therapeutic targets. Key findings include alterations in fatty acid, amino acid, and glutathione metabolism, along with hypoxia-driven metabolic reprogramming that contributes to disease progression. The combination of metabolomics with multi-omics techniques, supported by advanced computational methods such as machine learning, offers a pathway to overcome challenges in data standardization and biological complexity. Emerging strategies, including the use of artificial intelligence and multidimensional omics approaches, are paving the way for personalized medicine by enabling the discovery of novel biomarkers and targeted therapies. Despite these advances, significant hurdles remain, including the need for robust data standardization, validation of findings in diverse patient cohorts, and seamless integration with clinical workflows. By addressing these challenges, metabolomics has the potential to revolutionize TNBC management, offering tools for early detection, precision therapy, and improved patient outcomes. This review underscores the importance of interdisciplinary collaboration to translate metabolomic insights into actionable clinical applications.
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Affiliation(s)
- Gyas Khan
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia
| | - Md Sadique Hussain
- Uttaranchal Institute of Pharmaceutical Sciences, Uttaranchal University, Prem Nagar, Dehradun, Uttarakhand, 248007, India.
| | - Sarfaraz Ahmad
- Department of Clinical Practice, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia
| | - Nawazish Alam
- Department of Clinical Practice, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia
| | - Md Sajid Ali
- Department of Pharmaceutics, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia
| | - Prawez Alam
- Department of Pharmacognosy, College of Pharmacy, Prince Sattam Bin Abdulaziz University, 11942, Al-Kharj, Saudi Arabia
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8
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Wu Y, Zhao J, Zhao S, Li J, Luo J, Wang Y. PFKFB4 promotes endometrial cancer by regulating glycolysis through SRC‑3 phosphorylation. Oncol Rep 2025; 53:53. [PMID: 40116122 PMCID: PMC11948970 DOI: 10.3892/or.2025.8886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Accepted: 03/06/2025] [Indexed: 03/23/2025] Open
Abstract
The present study aimed to investigate the role of 6‑phosphofructo‑2‑kinase/fructose‑2,6‑biphosphatase 4 (PFKFB4) in endometrial cancer cells and to explore its potential molecular mechanisms. PFKFB4 expression in endometrial cancer tissues was detected by immunohistochemistry. Cell Counting Kit‑8, Transwell assays and flow cytometry were used to detect cell proliferation, invasion and apoptosis in endometrial cancer cells after PFKFB4 knockdown. An enzyme‑linked immunosorbent assay was used to detect the glucose and lactic acid contents. Western blotting was performed to detect the levels of glycolysis‑related enzymes, steroid receptor coactivator‑3 (SRC‑3), and phosphorylated SRC‑3. In vivo experiments were performed to investigate the tumorigenic potential of PFKFB4. PFKFB4 expression was upregulated in endometrial cancer tissues compared with that in normal controls, and its upregulation was positively correlated with the depth of myometrial invasion, lymph node metastasis, surgical pathological stage and vascular invasion. PFKFB4 knockdown significantly inhibited proliferation and invasion, increased apoptosis, and decreased oxygen consumption and lactic acid production in endometrial cancer cells. PFKFB4 knockdown decreased SRC‑3 phosphorylation. After simultaneous PFKFB4 knockdown and SRC‑3 overexpression in cancer cells, oxygen consumption, lactic acid production, and glycolysis‑related protein expression were increased compared with those in control cells. PFKFB4 knockdown inhibited tumor proliferation, apoptosis and the expression of Ki‑67. PFKFB4 may regulate glycolysis in endometrial cancer cells by targeting SRC‑3, thus promoting endometrial cancer progression.
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Affiliation(s)
- Yaling Wu
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
- Tianjin Key Laboratory of Female Reproductive Health and Eugenics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
- Department of Gynecology and Obstetrics, People's Hospital of Shanxi, Taiyuan, Shanxi 030012, P.R. China
| | - Jianzhen Zhao
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
- Tianjin Key Laboratory of Female Reproductive Health and Eugenics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
| | - Shuangshuang Zhao
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
- Tianjin Key Laboratory of Female Reproductive Health and Eugenics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
| | - Jianfang Li
- Department of Gynecology and Obstetrics, People's Hospital of Shanxi, Taiyuan, Shanxi 030012, P.R. China
| | - Jin Luo
- Department of Pathology, People's Hospital of Shanxi, Taiyuan, Shanxi 030012, P.R. China
| | - Yingmei Wang
- Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
- Tianjin Key Laboratory of Female Reproductive Health and Eugenics, Tianjin Medical University General Hospital, Tianjin 300052, P.R. China
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9
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Zhou X, Wei C, Liu X, Zhang Z, Wu Y, Zeng B, Jin Y, Shi Y, Mo Z, Cheng J, Zou X, Wei Q, Yang L, Qiu S. Revealing the role of bisphenol A on prostate cancer progression and identifying potential targets: A comprehensive analysis from population cohort to molecular mechanism. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 296:118209. [PMID: 40249974 DOI: 10.1016/j.ecoenv.2025.118209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 04/05/2025] [Accepted: 04/14/2025] [Indexed: 04/20/2025]
Abstract
Bisphenol A (BPA) is a widespread environmental pollutant whose exact effects on prostate cancer (PCa) progression remain understudied. This study aims to investigate the effect and underlying molecular mechanisms between BPA exposure and PCa in a comprehensive approach. The multicenter cohort study found that BPA exposure plays an important role in promoting biochemical recurrence and death of PCa. BPA exposure significantly promoted PCa progression in both the animal model and in vitro experiments. RNA sequencing revealed a disruption of mitochondrial energy homeostasis in BPA-treated cells. In multiple datasets, 17 prognostic genes such as PFKFB4 were obtained to construct and verify a mitochondrial energy metabolism Score system. Based on network toxicology methods and transcriptome sequencing data, ESR1 was identified as a potential transcription factor targeting glycolytic enzyme PFKFB4 under BPA exposure. With the support of lncRNA and circRNA sequencing data, a molecular regulatory network of BPA promoting prostate cancer through mitochondrial energy metabolism reprogramming was constructed. Further molecular docking revealed that BPA has higher binding free energy to ERα than its natural ligand estradiol. Given the widespread presence of BPA in the environment, minimizing exposure to this chemical could represent a feasible approach in improving clinical outcomes.
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Affiliation(s)
- Xianghong Zhou
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Chuzhong Wei
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xing Liu
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China; The First People's Hospital of Mianyang, Mianyang, Sichuan Province 621000, China
| | - Zilong Zhang
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yuwei Wu
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Bin Zeng
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yumin Jin
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yixiao Shi
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Zengnan Mo
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi 530021, China; Guangxi collaborative innovation center for genomic and personalized medicine, Guangxi key laboratory for genomic and personalized medicine, Guangxi key laboratory of colleges and universities, Nanning, Guangxi 530021, China; Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Jiwen Cheng
- Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi 530021, China; Guangxi collaborative innovation center for genomic and personalized medicine, Guangxi key laboratory for genomic and personalized medicine, Guangxi key laboratory of colleges and universities, Nanning, Guangxi 530021, China; Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Xiaoli Zou
- Department of Sanitary Technology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Qiang Wei
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Lu Yang
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China.
| | - Shi Qiu
- Department of Urology and Institute of Urology and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, China.
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10
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Tang F, Zhu Y, Shen J, Yuan B, He X, Tian Y, Weng L, Sun L. CD44 + cells enhance pro-tumor stroma in the spatial landscape of colorectal cancer leading edge. Br J Cancer 2025; 132:703-715. [PMID: 40069574 PMCID: PMC11997037 DOI: 10.1038/s41416-025-02968-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 02/04/2025] [Accepted: 02/20/2025] [Indexed: 03/15/2025] Open
Abstract
BACKGROUND The heterogeneity of tumors significantly impacts on colorectal cancer (CRC) progression. However, the influence of this heterogeneity on the spatial architecture of CRC remains largely unknown. METHODS Spatial transcriptomic (ST) analysis of AOM/DSS-induced colorectal cancer (CRC), integrated with single-cell RNA sequencing, generated a comprehensive spatial atlas of CRC. Pseudotime trajectory, stemness evaluation, and cell-cell communication analyses explored how CD44+ tumor cells at the leading edge remodel the tumor microenvironment (TME). In vitro experiments and immunofluorescence staining of clinical samples validated pleiotrophin (PTN) signaling in promoting cancer-associated fibroblasts (CAFs) phenotypic transition and CRC progression. RESULTS Our findings revealed a distinctive layered ring-like structure within CRC tissues, where CD44+ tumor cells exhibiting high stemness were positioned at the tumor's leading edge. Inflammatory CAFs (iCAFs)-like, myofibroblastic CAFs (myCAFs)-like cells and pro-tumorigenic neutrophils primarily located at the tumor edge, in proximity to CD44+ tumor cells. CD44+ tumor cells then triggered the phenotypic transition of CAFs into iCAF-like and myCAF-like cells through PTN signaling. CONCLUSIONS Our results provide distinctive insights into how tumor heterogeneity reshapes the TME at the leading edge of tumor, thereby promoting CRC progression.
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Affiliation(s)
- Feiyu Tang
- Xiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China
- Key Laboratory of Molecular Radiation Oncology Hunan Province, Changsha, China
- Center for Biotherapy, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Yongwei Zhu
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
- Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Jia Shen
- Xiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China
- Key Laboratory of Molecular Radiation Oncology Hunan Province, Changsha, China
| | - Bowen Yuan
- Department of Pathology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Xiang He
- Xiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China
- Key Laboratory of Molecular Radiation Oncology Hunan Province, Changsha, China
| | - Yuxi Tian
- Department of Geriatric Respiratory and Critical Care Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Liang Weng
- Department of Pathology, School of Basic Medical Sciences, Peking University Third Hospital, Peking University Health Science Center, Beijing, China.
| | - Lunquan Sun
- Xiangya Cancer Center, Xiangya Hospital, Central South University, Changsha, China.
- Key Laboratory of Molecular Radiation Oncology Hunan Province, Changsha, China.
- FuRong Laboratory, Changsha, China.
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11
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Wang J, Shi J, Mi L, Li N, Han X, Zhao M, Duan X, Han G, Hou J, Yin F. Identification and validation of a lenvatinib resistance-related prognostic signature in HCC, in which PFKFB4 contributes to tumor progression and lenvatinib resistance. BMC Gastroenterol 2025; 25:287. [PMID: 40269756 PMCID: PMC12020327 DOI: 10.1186/s12876-025-03861-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Accepted: 04/07/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND Drug resistance reflects the evolution of tumors and represents the leading factor behind recurrence and death. Lenvatinib is the first-line therapy for hepatocellular carcinoma (HCC), but its effectiveness is limited by rapid development of resistance. Therefore, we aimed to identify lenvatinib resistance-related genes and assess their influence on prognosis and treatment response in HCC. METHODS The GSE186191 dataset served as the discovery cohort to identify lenvatinib resistance-related genes. A Venn diagram analysis delineated the intersection between lenvatinib resistance-related genes and prognostic-associated genes derived from The Cancer Genome Atlas (TCGA) database. The LASSO Cox regression model was implemented to construct a multigene signature in the TCGA cohort. A nomogram was built by integrating the TNM stage and our prognostic model. The gene signature and nomogram were further validated using HCC patients from the International Cancer Genome Consortium (ICGC) cohort. Mutation signatures, therapeutic response, functional enrichment, and immune profile analyses were performed in the two groups. Two lenvatinib-resistant (LR) HCC cells were established using a concentration gradient increment method. PFKFB4 expression was detected via qRT-PCR and western blot assay. The CCK-8 assay and flow cytometry were utilized to evaluate the proliferation and apoptosis of LR cells under different interventions. RESULTS We developed a lenvatinib resistance-related gene signature (ALPK3, SLC2A2, CTSV, and PFKFB4), and demonstrated that's a precise, independent, and specific prognostic model for HCC patients. High-risk patients were characterized by a predisposition to TP53 mutations, aggressive tumor features, and treatment resistance. The risk score was significantly associated with immune cell infiltration, immune checkpoint expression, angiogenesis, and tumor stemness. PFKFB4 was overexpressed in LR cells, and its knockdown significantly enhances the antiproliferative and pro-apoptotic effects of lenvatinib on resistant cells. CONCLUSIONS The lenvatinib resistance-related prognostic signature exhibits strong predictive power for prognosis in HCC patients and may serve as an effective tool for guiding treatment decisions. PFKFB4 promotes tumor progression and lenvatinib resistance, highlighting its potential as a novel therapeutic target for HCC. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Jinfeng Wang
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Jianfei Shi
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Lili Mi
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Ning Li
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Xin Han
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Man Zhao
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Xiaoling Duan
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Guangjie Han
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Jiaojiao Hou
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China
| | - Fei Yin
- Department of Gastroenterology, The Fourth Hospital of Hebei Medical University, Tianshan Street 169, Shijiazhuang, Hebei, China.
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12
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Wu H, Du J, Hu P, Wang P, Wang Z, Ma J, Li Z. Kaempferol Induces DNA Damage in Colorectal Cancer Cells by Regulating the MiR-195/miR-497-PFKFB4-Mediated Nonoxidative Pentose Phosphate Pathway. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:8312-8322. [PMID: 40091822 DOI: 10.1021/acs.jafc.4c13123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Kaempferol is a flavonoid widely found in fruits and vegetables. Our previous studies have shown that kaempferol has a good inhibitory effect on colorectal cancer in vitro and in vivo, significantly inhibiting proliferation and inducing cycle arrest and apoptosis. The pentose phosphate pathway (PPP) is a branch of glucose catabolism, that provides the raw material ribose-5-phosphate (R5P) for biosynthesis for the rapid proliferation of tumor cells and is closely related to DNA damage. DNA damage has been shown to play an important role in cell cycle arrest and apoptosis. Therefore, we speculate whether kaempferol exerts the antitumor effect by inducing DNA damage. Herein we actually found that kaempferol treatment induced DNA damage, as indicated by increased γH2AX expression and comet assay. Furthermore, kaempferol reduced R5P production by inhibiting the nonoxidative PPP, while supplementation with nucleosides rescued DNA damage. Mechanistically, kaempferol upregulates the expression of microRNA-195/497 (miR-195/497) and then suppresses PFKFB4 (6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase 4) expression by directly binding to its 3'-UTR, thereby inhibiting the expression of transketolase (TKT) and transaldolase (TALDO), key enzymes in the nonoxidative PPP. These data uncover new targets and pathways for the action of kaempferol and lay the foundation for its development as an adjuvant drug for the treatment of colorectal cancer.
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Affiliation(s)
- Haili Wu
- College of Life Science, Shanxi University, Taiyuan 030006, China
| | - Jin'e Du
- Institute of Biotechnology, The Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, Taiyuan 030006, China
| | - Pengli Hu
- College of Life Science, Shanxi University, Taiyuan 030006, China
| | - Panfeng Wang
- Shanxi Provincial Inspection and Testing Center (Shanxi Provincial Institute of Standard Metrology Technology), Taiyuan 030006, China
| | - Zhihui Wang
- College of Life Science, Shanxi University, Taiyuan 030006, China
| | - Jiajing Ma
- College of Life Science, Shanxi University, Taiyuan 030006, China
| | - Zhuoyu Li
- Institute of Biotechnology, The Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, Taiyuan 030006, China
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Pauss SN, Bates EA, Martinez GJ, Bates ZT, Kipp ZA, Gipson CD, Hinds TD. Steroid receptors and coregulators: Dissemination of sex differences and emerging technologies. J Biol Chem 2025; 301:108363. [PMID: 40023399 PMCID: PMC11986243 DOI: 10.1016/j.jbc.2025.108363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 02/19/2025] [Accepted: 02/21/2025] [Indexed: 03/04/2025] Open
Abstract
Steroid receptors are ligand-induced transcription factors that have broad functions among all living animal species, ranging from control of sex differences, body weight, stress responses, and many others. Their binding to coregulator proteins is regulated by corepressors and coactivators that interchange upon stimulation with a ligand. Coregulator proteins are an imperative and understudied aspect of steroid receptor signaling. Here, we discuss steroid receptor basics from protein domain structures that allow them to interact with coregulators and other proteins, their essential functions as transcription factors, and other elemental protein-protein interactions. We deliberate about the mechanisms that coregulators control in steroid receptor signaling, sex hormone signaling differences, sex hormone treatment in the opposite sex, and how these affect the coregulator and sex steroid receptor complexes. The steroid receptor-coregulator signaling mechanisms are essential built-in components of the mammalian DNA that mediate physiological and everyday functions. Targeting their crosstalk might be useful when imbalances lead to disease. We introduce novel technologies, such as the PamGene PamStation, which make investigating the heterogeneity of the steroid receptor-coregulator complexes and targeting their binding more feasible. This review provides an extensive understanding of steroid receptor-coregulator signaling and how these interactions are intrinsic to many physiological functions that may offer therapeutic advantages.
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Affiliation(s)
- Sally N Pauss
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Evelyn A Bates
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Genesee J Martinez
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Zane T Bates
- Department of Bioengineering, University of Toledo College of Engineering, Toledo, Ohio, USA
| | - Zachary A Kipp
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Cassandra D Gipson
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Terry D Hinds
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, Kentucky, USA; Markey Cancer Center, University of Kentucky, Lexington, Kentucky, USA; Barnstable Brown Diabetes Center, University of Kentucky College of Medicine, Lexington, Kentucky, USA.
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14
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Zhao X, Chen C, Feng X, Lei H, Qi L, Zhang H, Xu H, Wan J, Zhang Y, Yang B. Emd-D inhibited ovarian cancer progression via PFKFB4-dependent glycolysis and apoptosis. Chin J Nat Med 2025; 23:431-442. [PMID: 40274346 DOI: 10.1016/s1875-5364(25)60843-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 04/11/2024] [Accepted: 04/27/2024] [Indexed: 04/26/2025]
Abstract
Ovarian cancer poses a significant threat to women's health, necessitating effective therapeutic strategies. Emd-D, an emodin derivative, demonstrates enhanced pharmaceutical properties and bioavailability. In this study, Cell Counting Kit 8 (CCK8) assays and Ki-67 staining revealed dose-dependent inhibition of cell proliferation by Emd-D. Migration and invasion experiments confirmed its inhibitory effects on OVHM cells, while flow cytometry analysis demonstrated Emd-D-induced apoptosis. Mechanistic investigations elucidated that Emd-D functions as an inhibitor by directly binding to the glycolysis-related enzyme PFKFB4. This was corroborated by alterations in intracellular lactate and pyruvate levels, as well as glucose transporter 1 (GLUT1) and hexokinase 2 (HK2) expression. PFKFB4 overexpression experiments further supported the dependence of Emd-D on PFKFB4-mediated glycolysis and SRC3/mTORC1 pathway-associated apoptosis. In vivo experiments exhibited reduced xenograft tumor sizes upon Emd-D treatment, accompanied by suppressed glycolysis and increased expression of Bax/Bcl-2 apoptotic proteins within the tumors. In conclusion, our findings demonstrate Emd-D's potential as an anti-ovarian cancer agent through inhibition of the PFKFB4-dependent glycolysis pathway and induction of apoptosis. These results provide a foundation for further exploration of Emd-D as a promising drug candidate for ovarian cancer treatment.
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Affiliation(s)
- Xin Zhao
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China; National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), Harbin Medical University, Harbin 150081, China
| | - Chao Chen
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Xuefei Feng
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Haoqi Lei
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Lingling Qi
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Hongxia Zhang
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Haiying Xu
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Jufeng Wan
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China
| | - Yan Zhang
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China; National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), Harbin Medical University, Harbin 150081, China.
| | - Baofeng Yang
- Department of Pharmacology (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin 150081, China; National Key Laboratory of Frigid Zone Cardiovascular Diseases (NKLFZCD), Harbin Medical University, Harbin 150081, China; Research Unit of Noninfectious Chronic Diseases in Frigid Zone (2019RU070), Chinese Academy of Medical Sciences, Harbin 150081, China.
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15
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Wu T, Wu X. Construction and evaluation of a prognostic model based on the expression of the metabolism-related signatures in patients with osteosarcoma. BMC Musculoskelet Disord 2025; 26:303. [PMID: 40148931 PMCID: PMC11948978 DOI: 10.1186/s12891-025-08439-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 02/17/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND The aim of this study was to screen three major substance metabolism-related genes and establish a prognostic model for osteosarcoma. METHODS RNA-seq expression data for osteosarcoma were downloaded from The Cancer Genome Atlas (TCGA) and GEO databases. Differentially expressed (DE) RNAs were selected, followed by the selection of metabolic-related DE mRNAs. Using Cox regression analysis, prognostic DE RNAs were identified to construct a prognostic model. Subsequently, independent prognostic clinical factors were screened, and the functions of the long non-coding RNAs (lncRNAs) were analyzed. Finally, the expression of signature genes was further tested in osteosarcoma cells using quantitative reverse transcription quantitative real-time polymerase chain reaction (qRT-PCR) and western blotting. RESULTS A total of 432 DE RNAs, comprising 79 DE lncRNAs and 353 DE mRNAs were obtained, and then 107 metabolic-related DE mRNAs. Afterwards signature genes (LINC00545, LINC01537, FOXC2-AS1, CYP27B1, PFKFB4, PHKG1, PHYKPL, PXMP2, and XYLB) served as optimal combinations, and a prognostic score model was successfully proposed. Three verification datasets (GSE16091, GSE21257, and GSE39055) showed that the model had high specificity and sensitivity. In addition, two independent prognostic clinical factors (age and tumor metastasis) were identified. Finally, the concordance rate between the in silico analysis, qRT-PCR, and western blotting analysis was 88.89% (8/9), suggesting the robustness of our analysis. CONCLUSIONS The prognostic model based on the nine signature genes accurately predicted the prognosis of patients with osteosarcoma; CYP27B1, PFKFB4, PHKG1, PHYKPL, PXMP2, and XYLB may serve as metabolism-related biomarkers in osteosarcoma.
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Affiliation(s)
- Tieli Wu
- Hainan Vocational University of Science and Technology, Hainan Province, Haikou, 570000, China
| | - Xingyi Wu
- Department of Internal Medicine, Qiqihar First Factory Hospital, 27 Xinming Street, Qiqihar, 161000, Heilongjiang Province, China.
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Fan S, Wang W, Che W, Xu Y, Jin C, Dong L, Xia Q. Nanomedicines Targeting Metabolic Pathways in the Tumor Microenvironment: Future Perspectives and the Role of AI. Metabolites 2025; 15:201. [PMID: 40137165 PMCID: PMC11943624 DOI: 10.3390/metabo15030201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Revised: 02/19/2025] [Accepted: 02/27/2025] [Indexed: 03/27/2025] Open
Abstract
Background: Tumor cells engage in continuous self-replication by utilizing a large number of resources and capabilities, typically within an aberrant metabolic regulatory network to meet their own demands. This metabolic dysregulation leads to the formation of the tumor microenvironment (TME) in most solid tumors. Nanomedicines, due to their unique physicochemical properties, can achieve passive targeting in certain solid tumors through the enhanced permeability and retention (EPR) effect, or active targeting through deliberate design optimization, resulting in accumulation within the TME. The use of nanomedicines to target critical metabolic pathways in tumors holds significant promise. However, the design of nanomedicines requires the careful selection of relevant drugs and materials, taking into account multiple factors. The traditional trial-and-error process is relatively inefficient. Artificial intelligence (AI) can integrate big data to evaluate the accumulation and delivery efficiency of nanomedicines, thereby assisting in the design of nanodrugs. Methods: We have conducted a detailed review of key papers from databases, such as ScienceDirect, Scopus, Wiley, Web of Science, and PubMed, focusing on tumor metabolic reprogramming, the mechanisms of action of nanomedicines, the development of nanomedicines targeting tumor metabolism, and the application of AI in empowering nanomedicines. We have integrated the relevant content to present the current status of research on nanomedicines targeting tumor metabolism and potential future directions in this field. Results: Nanomedicines possess excellent TME targeting properties, which can be utilized to disrupt key metabolic pathways in tumor cells, including glycolysis, lipid metabolism, amino acid metabolism, and nucleotide metabolism. This disruption leads to the selective killing of tumor cells and disturbance of the TME. Extensive research has demonstrated that AI-driven methodologies have revolutionized nanomedicine development, while concurrently enabling the precise identification of critical molecular regulators involved in oncogenic metabolic reprogramming pathways, thereby catalyzing transformative innovations in targeted cancer therapeutics. Conclusions: The development of nanomedicines targeting tumor metabolic pathways holds great promise. Additionally, AI will accelerate the discovery of metabolism-related targets, empower the design and optimization of nanomedicines, and help minimize their toxicity, thereby providing a new paradigm for future nanomedicine development.
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Affiliation(s)
| | | | | | | | | | - Lei Dong
- State Key Laboratory of Molecular Medicine and Biological Diagnosis and Treatment (Ministry of Industry and Information Technology), Aerospace Center Hospital, School of Life Science, Beijing Institute of Technology, Beijing 100081, China; (S.F.); (W.W.); (W.C.); (Y.X.); (C.J.)
| | - Qin Xia
- State Key Laboratory of Molecular Medicine and Biological Diagnosis and Treatment (Ministry of Industry and Information Technology), Aerospace Center Hospital, School of Life Science, Beijing Institute of Technology, Beijing 100081, China; (S.F.); (W.W.); (W.C.); (Y.X.); (C.J.)
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Wu X, Luo L, Wang M, Dong L, Fan J, Zeng Y, Li S, Wang K. PRDX6 Prevents NNMT Ubiquitination and Degradation as a Nonenzymatic Mechanism to Promote Ovarian Cancer Progression. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2416484. [PMID: 39887931 PMCID: PMC11948025 DOI: 10.1002/advs.202416484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Indexed: 02/01/2025]
Abstract
Cancer cells cope with oxidative stress for their proliferation and metastasis by equipping antioxidant systems, among which the antioxidant enzymes peroxiredoxins (PRDXs) play crucial roles. However, whether PRDXs exhibit nonenzymatic functions remains unclear. Here, it is shown that the 1-cysteine PRDX (PRDX6) upregulates nicotinamide N-methyltransferase (NNMT) to promote the growth and metastasis of ovarian cancer cells, independently of PRDX6's enzymatic activities. Mechanistically, PRDX6 interacts with NNMT to prevent its binding to the E3 ubiquitin ligase tripartite-motif protein 56 (TRIM56), leading to the inhibition of NNMT ubiquitination at lysine 23 and 210 and suppression of subsequent proteasomal degradation. In addition, PRDX6-mediated NNMT upregulation activates mitogen-activated protein kinase (MAPK) signaling, thereby promoting the growth and metastasis of ovarian cancer cells. Notably, PRDX6 overexpression is associated with higher NNMT protein levels in human ovarian cancer tissues and is predictive of poor prognosis of ovarian cancer patients. Overall, the findings illustrate a critical oncogenic mechanism of the antioxidant enzyme PRDX6 in promoting ovarian cancer progression beyond its enzymatic mechanisms.
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Affiliation(s)
- Xingyun Wu
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Li Luo
- Center for Reproductive MedicineDepartment of Gynecology and ObstetricsWest China Second University HospitalSichuan UniversityChengdu610041P. R. China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University)Ministry of EducationChengdu610041P. R. China
| | - Mao Wang
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Lixia Dong
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Jiawu Fan
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Yan Zeng
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Sijia Li
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
| | - Kui Wang
- West China School of Basic Medical Sciences & Forensic MedicineState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengdu610041P. R. China
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Ye L, Shen S, Mao Q, Lu H, Liu H, Zhang P, Jiang Z, Ma W, Sun Y, Chu Y, Zhou Z, Liu R, Li J, Li ST, Gao P, Zhang H. Nuclear-localized HKDC1 promotes hepatocellular carcinoma through phosphorylating RBBP5 to upregulate H3K4me3. Cell Rep 2025; 44:115250. [PMID: 39891906 DOI: 10.1016/j.celrep.2025.115250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 12/04/2024] [Accepted: 01/10/2025] [Indexed: 02/03/2025] Open
Abstract
Metabolic enzymes play significant roles in the pathogenesis of various cancers through both canonical and noncanonical functions. Hexokinase domain-containing protein 1 (HKDC1) functions beyond glucose metabolism, but its underlying mechanisms in tumorigenesis are not fully understood. Here, we demonstrate that nuclear-localized HKDC1 acts as a protein kinase to promote hepatocellular carcinoma (HCC) cell proliferation. Mechanistically, HKDC1 phosphorylates RB binding protein 5 (RBBP5) at Ser497, which is crucial for MLL1 complex assembly and subsequent histone H3 lysine 4 trimethylation (H3K4me3) modification. This leads to the transcriptional activation of mitosis-related genes, thereby driving cell cycle progression and proliferation. Notably, targeting HKDC1's protein kinase activity, but not its HK activity, blocks RBBP5 phosphorylation and suppresses tumor growth. Clinical analysis further reveals that RBBP5 phosphorylation positively correlates with HKDC1 levels and poor HCC prognosis. These findings highlight the protein kinase function of HKDC1 in the activation of H3K4me3, gene expression, and HCC progression.
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Affiliation(s)
- Ling Ye
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Shengqi Shen
- Medical Research Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Qiankun Mao
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Hui Lu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Haiying Liu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Pinggen Zhang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Zetan Jiang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China; Key Laboratory of Immune Response and Immunotherapy, School of Basic Medical Sciences, Division of Life Science and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Wenhao Ma
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Yuchen Sun
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Yiyang Chu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Zilong Zhou
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Rui Liu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Jian Li
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Shi-Ting Li
- Medical Research Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China
| | - Ping Gao
- Medical Research Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou 510080, China.
| | - Huafeng Zhang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China; Key Laboratory of Immune Response and Immunotherapy, School of Basic Medical Sciences, Division of Life Science and Medicine, University of Science and Technology of China, Hefei 230027, China; Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei 230601, China; Anhui Key Laboratory of Molecular Oncology, Hefei 230026, China.
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19
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da Silva Fernandes T, Gillard BM, Dai T, Martin JC, Chaudhry KA, Dugas SM, Fisher AA, Sharma P, Wu R, Attwood KM, Dasgupta S, Takabe K, Rosario SR, Bianchi-Smiraglia A. Inosine monophosphate dehydrogenase 2 (IMPDH2) modulates response to therapy and chemo-resistance in triple negative breast cancer. Sci Rep 2025; 15:1061. [PMID: 39774345 PMCID: PMC11707137 DOI: 10.1038/s41598-024-85094-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Accepted: 12/31/2024] [Indexed: 01/11/2025] Open
Abstract
Triple negative breast cancer (TNBC) is one of the deadliest subtypes of breast cancer, whose high frequency of relapse is often due to resistance to chemotherapy. Here, we identify inosine monophosphate dehydrogenase 2 (IMPDH2) as a contributor to doxorubicin resistance, in multiple TNBC models. Analysis of publicly available datasets reveals elevated IMPDH2 expression to associate with worse overall TNBC prognosis in the clinic, including lower recurrence-free survival post adjuvant/neoadjuvant therapy. Importantly, both genetic depletion and pharmacological inhibition of IMPDH2 leads to reduction of pro-tumorigenic phenotypes in multiple doxorubicin-resistant TNBC models, both in vitro and in vivo. Overall, we propose IMPDH2 as a novel vulnerability that could be leveraged therapeutically to suppress and/or prevent the growth of chemo-resistant lesions.
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Affiliation(s)
- Tatiane da Silva Fernandes
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Bryan M Gillard
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Tao Dai
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Jeffrey C Martin
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Kanita A Chaudhry
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Scott M Dugas
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Alyssa A Fisher
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Pia Sharma
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - RongRong Wu
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Kristopher M Attwood
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, RSC R-410, Buffalo, NY, 14263, USA
| | - Subhamoy Dasgupta
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA
| | - Kazuaki Takabe
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Spencer R Rosario
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, RSC R-410, Buffalo, NY, 14263, USA.
| | - Anna Bianchi-Smiraglia
- Department of Cell Stress Biology, Roswell Park Comprehensive Cancer Center, CGP L3-317, Buffalo, NY, 14263, USA.
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20
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Eyster C, Matsuzaki S, Pranay A, Giorgione JR, Faakye A, Ahmed M, Humphries KM. Mechanistic studies of PFKFB2 reveals a novel inhibitor of its kinase activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.25.630325. [PMID: 39763797 PMCID: PMC11703173 DOI: 10.1101/2024.12.25.630325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
The 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase (PFKFB) family of proteins are bifunctional enzymes that are of clinical relevance because of their roles in regulating glycolysis in insulin sensitive tissues and cancer. Here, we sought to express recombinant PFKFB2 and develop a robust protocol to measure its kinase activity. These studies resulted in the unexpected finding that bacterially expressed PFKFB2 is phosphorylated in situ on Ser483 but is not a result of autophosphorylation. Recombinant PFKFB2 was used to develop an enzymatic assay to test a library of molecules selected by the Atomwise AtomNet® AI platform. This resulted in the identification of a new inhibitor, B2, that inhibits PFKFB2 (IC50 3.29 μM) and PFKFB3 (IC50 11.89 μM). A-498 cells, which express both PFKFB2 and PFKFB3, were treated with B2. Seahorse XFe analysis revealed B2 inhibited cellular glycolysis and glycolytic capacity. Targeted LC/MS analysis showed B2 decreased fructose-1,6-bisphosphate and downstream glycolytic intermediates but increased fructose-6-phosphate levels, which is consistent with an inhibitory effect on PFK-1 activity. The LC/MS metabolic profile of A-498 cells treated under identical conditions with the known PFKFB3 inhibitor, PFK158, was distinct from that induced by B2. These results thus demonstrate the identification and validation of a new PFKFB kinase inhibitor.
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Affiliation(s)
- Craig Eyster
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Satoshi Matsuzaki
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Atul Pranay
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Jennifer R. Giorgione
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
| | - Anna Faakye
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
- Department of Biochemistry and Molecular Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Mostafa Ahmed
- Atomwise Inc., 221 Main Street, Suite 1350, San Francisco, CA 94105
| | - Kenneth M. Humphries
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK
- Department of Biochemistry and Molecular Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
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21
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Feng S, Xie N, Liu Y, Qin C, Savas AC, Wang TY, Li S, Rao Y, Shambayate A, Chou TF, Brenner C, Huang C, Feng P. Cryptic phosphoribosylase activity of NAMPT restricts the virion incorporation of viral proteins. Nat Metab 2024; 6:2300-2318. [PMID: 39572750 DOI: 10.1038/s42255-024-01162-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 10/04/2024] [Indexed: 12/21/2024]
Abstract
As obligate intracellular pathogens, viruses activate host metabolic enzymes to supply intermediates that support progeny production. Nicotinamide phosphoribosyltransferase (NAMPT), the rate-limiting enzyme of salvage nicotinamide adenine dinucleotide (NAD+) synthesis, is an interferon-inducible protein that inhibits the replication of several RNA and DNA viruses through unknown mechanisms. Here, we show that NAMPT restricts herpes simplex virus type 1 (HSV-1) replication by impeding the virion incorporation of viral proteins owing to its phosphoribosyl-hydrolase (phosphoribosylase) activity, which is independent of the role of NAMPT in NAD+ synthesis. Proteomics analysis of HSV-1-infected cells identifies phosphoribosylated viral structural proteins, particularly glycoproteins and tegument proteins, which are de-phosphoribosylated by NAMPT in vitro and in cells. Chimeric and recombinant HSV-1 carrying phosphoribosylation-resistant mutations show that phosphoribosylation promotes the incorporation of structural proteins into HSV-1 virions and subsequent virus entry. Loss of NAMPT renders mice highly susceptible to HSV-1 infection. Our work describes an additional enzymatic activity of a metabolic enzyme in viral infection and host defence, offering a system to interrogate the roles of protein phosphoribosylation in metazoans.
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Affiliation(s)
- Shu Feng
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
- Department of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope, Duarte, CA, USA
| | - Na Xie
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital and West China, School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, PR China
| | - Yongzhen Liu
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Chao Qin
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Ali Can Savas
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Ting-Yu Wang
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
- Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA, USA
| | - Shutong Li
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Youliang Rao
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Alexandra Shambayate
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Tsui-Fen Chou
- Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA, USA
| | - Charles Brenner
- Department of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope, Duarte, CA, USA
| | - Canhua Huang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital and West China, School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, PR China
| | - Pinghui Feng
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA.
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22
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Cordani M, Michetti F, Zarrabi A, Zarepour A, Rumio C, Strippoli R, Marcucci F. The role of glycolysis in tumorigenesis: From biological aspects to therapeutic opportunities. Neoplasia 2024; 58:101076. [PMID: 39476482 PMCID: PMC11555605 DOI: 10.1016/j.neo.2024.101076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/13/2024] [Accepted: 10/17/2024] [Indexed: 11/11/2024]
Abstract
Glycolytic metabolism generates energy and intermediates for biomass production. Tumor-associated glycolysis is upregulated compared to normal tissues in response to tumor cell-autonomous or non-autonomous stimuli. The consequences of this upregulation are twofold. First, the metabolic effects of glycolysis become predominant over those mediated by oxidative metabolism. Second, overexpressed components of the glycolytic pathway (i.e. enzymes or metabolites) acquire new functions unrelated to their metabolic effects and which are referred to as "moonlighting" functions. These functions include induction of mutations and other tumor-initiating events, effects on cancer stem cells, induction of increased expression and/or activity of oncoproteins, epigenetic and transcriptional modifications, bypassing of senescence and induction of proliferation, promotion of DNA damage repair and prevention of DNA damage, antiapoptotic effects, inhibition of drug influx or increase of drug efflux. Upregulated metabolic functions and acquisition of new, non-metabolic functions lead to biological effects that support tumorigenesis: promotion of tumor initiation, stimulation of tumor cell proliferation and primary tumor growth, induction of epithelial-mesenchymal transition, autophagy and metastasis, immunosuppressive effects, induction of drug resistance and effects on tumor accessory cells. These effects have negative consequences on the prognosis of tumor patients. On these grounds, it does not come to surprise that tumor-associated glycolysis has become a target of interest in antitumor drug discovery. So far, however, clinical results with glycolysis inhibitors have fallen short of expectations. In this review we propose approaches that may allow to bypass some of the difficulties that have been encountered so far with the therapeutic use of glycolysis inhibitors.
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Affiliation(s)
- Marco Cordani
- Department of Biochemistry and Molecular Biology, Faculty of Biology, Complutense University of Madrid, Madrid 28040, Spain; Instituto de Investigación Sanitaria San Carlos (IdISSC), Madrid 28040, Spain
| | - Federica Michetti
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 324, Rome 00161, Italy; Department of Epidemiology, Preclinical Research and Advanced Diagnostics, National Institute for Infectious Diseases L., Spallanzani, IRCCS, Via Portuense, 292, Rome 00149, Italy
| | - Ali Zarrabi
- Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Istinye University, Istanbul 34396, Türkiye; Graduate School of Biotechnology and Bioengineering, Yuan Ze University, Taoyuan 320315, Taiwan
| | - Atefeh Zarepour
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 600 077, India
| | - Cristiano Rumio
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Via Trentacoste 2, Milan 20134, Italy
| | - Raffaele Strippoli
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 324, Rome 00161, Italy; Department of Epidemiology, Preclinical Research and Advanced Diagnostics, National Institute for Infectious Diseases L., Spallanzani, IRCCS, Via Portuense, 292, Rome 00149, Italy.
| | - Fabrizio Marcucci
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Via Trentacoste 2, Milan 20134, Italy.
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23
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Yu X, Wang X, Ma K, Gao D, Deng Y, Zhou D, Ding W, Zhao Y, Liu Q, Zhou Z. Tai/NCOA2 suppresses the Hedgehog pathway by directly targeting the transcription factor Ci/GLI. Proc Natl Acad Sci U S A 2024; 121:e2409380121. [PMID: 39531503 PMCID: PMC11588115 DOI: 10.1073/pnas.2409380121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Accepted: 10/10/2024] [Indexed: 11/16/2024] Open
Abstract
The Hedgehog (Hh) pathway plays diverse roles in cellular processes by activating the transcription factor Cubitus interruptus (Ci). Abnormal regulation of this pathway has been linked to various human diseases. While previous studies have focused on how Ci is regulated in the cytoplasm, the control of nuclear Ci remains poorly understood. In this study, we have found that the transcriptional cofactor Taiman (Tai) functions as an inhibitor of the Hh pathway. Tai interferes with the response of Hh signal, rather than Hh secretion. Our epistatic analyses reveal that Tai works in parallel with Ci to reduce its activity, thereby counteracting organ overgrowth and the activation of target genes caused by Ci overexpression. Specifically, Tai interacts with Ci to decrease its binding to target gene promoters. The Hh signal weakens the interaction between Ci and Tai, releasing the inhibition on Ci. Importantly, this regulatory mechanism is conserved from Drosophila to mammalian cells. Moreover, NCOA1-3 are the mammalian ortholog of Drosophila protein Tai, but only NCOA2 plays a similar role in inhibiting the Hh pathway. These findings reveal an additional way to modulate the transcriptional activity of nuclear Ci.
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Affiliation(s)
- Xuan Yu
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Xinyu Wang
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Kaize Ma
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Dongqing Gao
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Yanran Deng
- Key Laboratory of Biodiversity Conservation and Bioresource Utilization of Jiangxi Province, College of Life Sciences, Jiangxi Normal University, Nanchang330022, China
| | - Dafa Zhou
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Wenhao Ding
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Yunhe Zhao
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Qingxin Liu
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
| | - Zizhang Zhou
- College of Life Sciences, Shandong Agricultural University, Tai’an271018, China
- Key Laboratory of Biodiversity Conservation and Bioresource Utilization of Jiangxi Province, College of Life Sciences, Jiangxi Normal University, Nanchang330022, China
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24
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Rao J, Wang X, Chen X, Liu Y, Jiang J, Wang Z. Multi-omics analysis reveals that Cas13d contributes to PI3K-AKT signaling and facilitates cell proliferation via PFKFB4 upregulation. Gene 2024; 927:148760. [PMID: 38992762 DOI: 10.1016/j.gene.2024.148760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/30/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
The CRISPR-Cas system is a powerful gene editing technology, the clinical application of which is currently constrained due to safety concerns. A substantial body of safety research concerning Cas9 exists; however, scant attention has been directed toward investigating the safety profile of the emergent Cas13 system, which confers RNA editing capabilities. In particular, uncertainties persist regarding the potential cellular impacts of Cas13d in the absence of reliance on a cleavage effect. In this study, we conducted an initial exploration of the effects of Cas13d on HeLa cells. Total RNA and protein samples were extracted after transfection with a Cas13d-expressing plasmid construct, followed by transcriptomic and proteomic sequencing. Differential gene expression analysis identified 94 upregulated and 847 downregulated genes, while differential protein expression analysis identified 185 upregulated and 231 downregulated proteins. Subsequently, enrichment analysis was conducted on the transcriptome and proteome sequencing data, revealing that the PI3K-Akt signaling pathway is a common term. After intersecting the differentially expressed genes enriched in the PI3K-Akt signaling pathway with all the differentially expressed proteins, it was found that the expression of the related regulatory gene PFKFB4 was upregulated. Moreover, western blot analysis demonstrated that Cas13d can mediate PI3K-Akt signaling upregulation through overexpression of PFKFB4. CCK-8 assay, colony formation, and EdU experiments showed that Cas13d can promote cell proliferation. Our data demonstrate, for the first time, that Cas13d significantly impacts the transcriptomic and proteomic profiles, and proliferation phenotype, of HeLa cells, thus offering novel insights into safety considerations regarding gene editing systems.
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Affiliation(s)
- Jin Rao
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xuefu Wang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Xiangyu Chen
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yudi Liu
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Junfeng Jiang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China; Histology and Embryology Department, Naval Medical University, Shanghai, China.
| | - Zhinong Wang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China.
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25
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Li M, Wang Z, Tao J, Jiang H, Yang H, Guo D, Zhao H, He X, Luo S, Jiang X, Yuan L, Xiao L, He H, Yu R, Fang J, Liang T, Mao Z, Xu D, Lu Z. Fructose-1,6-bisphosphatase 1 dephosphorylates and inhibits TERT for tumor suppression. Nat Chem Biol 2024; 20:1505-1513. [PMID: 38538923 DOI: 10.1038/s41589-024-01597-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 03/01/2024] [Indexed: 04/24/2024]
Abstract
Telomere dysfunction is intricately linked to the aging process and stands out as a prominent cancer hallmark. Here we demonstrate that telomerase activity is differentially regulated in cancer and normal cells depending on the expression status of fructose-1,6-bisphosphatase 1 (FBP1). In FBP1-expressing cells, FBP1 directly interacts with and dephosphorylates telomerase reverse transcriptase (TERT) at Ser227. Dephosphorylated TERT fails to translocate into the nucleus, leading to the inhibition of telomerase activity, reduction in telomere lengths, enhanced senescence and suppressed tumor cell proliferation and growth in mice. Lipid nanoparticle-mediated delivery of FBP1 mRNA inhibits liver tumor growth. Additionally, FBP1 expression levels inversely correlate with TERT pSer227 levels in renal and hepatocellular carcinoma specimens and with poor prognosis of the patients. These findings demonstrate that FBP1 governs cell immortality through its protein phosphatase activity and uncover a unique telomerase regulation in tumor cells attributed to the downregulation or deficiency of FBP1 expression.
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Affiliation(s)
- Min Li
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Zheng Wang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Jingjing Tao
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Hongfei Jiang
- The Affiliated Hospital of Qingdao University and Qingdao Cancer Institute, Qingdao, China
| | - Huang Yang
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China
| | - Dong Guo
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Hong Zhao
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Xuxiao He
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Shudi Luo
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaoming Jiang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Li Yuan
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Liwei Xiao
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
- Cancer Center, Zhejiang University, Hangzhou, China
| | - Haiyan He
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Rilei Yu
- Key Laboratory of Marine Drugs, Chinese Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
| | - Jing Fang
- The Affiliated Hospital of Qingdao University and Qingdao Cancer Institute, Qingdao, China
| | - Tingbo Liang
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China
| | - Zhengwei Mao
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China
| | - Daqian Xu
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
| | - Zhimin Lu
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital and Institute of Translational Medicine, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China.
- Cancer Center, Zhejiang University, Hangzhou, China.
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Desterke C, Francés R, Monge C, Marchio A, Pineau P, Mata-Garrido J. Single-Cell RNA-Seq Analysis Links DNMT3B and PFKFB4 Transcriptional Profiles with Metastatic Traits in Hepatoblastoma. Biomolecules 2024; 14:1394. [PMID: 39595571 PMCID: PMC11591731 DOI: 10.3390/biom14111394] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 10/29/2024] [Accepted: 10/30/2024] [Indexed: 11/28/2024] Open
Abstract
Hepatoblastoma is the most common primary liver cancer in children. Poor outcomes are primarily associated with patients who have distant metastases. Using the Mammalian Metabolic Enzyme Database, we investigated the overexpression of metabolic enzymes in hepatoblastoma tumors compared to noncancerous liver tissue in the GSE131329 transcriptome dataset. For the overexpressed enzymes, we applied ElasticNet machine learning to assess their predictive value for metastasis. A metabolic expression score was then computed from the significant enzymes and integrated into a clinical-biological logistic regression model. Forty-one overexpressed enzymes distinguished hepatoblastoma tumors from noncancerous liver tissues. Eighteen of these enzymes predicted metastasis status with an AUC of 0.90, demonstrating 85.7% sensitivity and 92.3% specificity. ElasticNet machine learning identified DNMT3B and PFKFB4 as key predictors of metastasis. Univariate analyses confirmed the significance of these enzymes, with respective p-values of 0.0058 and 0.0091. A metabolic score based on DNMT3B and PFKFB4 expression discriminated metastasis status and high-risk CHIC scores (p-value = 0.005). The metabolic score was more sensitive than the C1/C2 classifier in predicting metastasis (accuracy: 0.72 vs. 0.55). In a regression model integrating the metabolic score with epidemiological parameters (gender, age at diagnosis, histological type, and clinical PRETEXT stage), the metabolic score was confirmed as an independent adverse predictor of metastasis (p-value = 0.003, odds ratio: 2.12). This study identified the dual overexpression of PFKFB4 and DNMT3B in hepatoblastoma patients at risk of metastasis (high-risk CHIC classification). The combined tumor expression of DNMT3B and PFKFB4 was used to compute a metabolic score, which was validated as an independent predictor of metastatic status in hepatoblastoma.
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Affiliation(s)
- Christophe Desterke
- Faculté de Médecine du Kremlin Bicêtre, Université Paris-Sud, Université Paris-Saclay, 94270 Le Kremlin-Bicêtre, France;
| | - Raquel Francés
- Energy & Memory, Brain Plasticity Unit, CNRS, ESPCI Paris, PSL Research University, 75006 Paris, France;
| | - Claudia Monge
- INSERM U993, Unité Organisation Nucléaire et Oncogenèse, Institut Pasteur, Université Paris Cité, 75015 Paris, France; (C.M.); (A.M.); (P.P.)
| | - Agnès Marchio
- INSERM U993, Unité Organisation Nucléaire et Oncogenèse, Institut Pasteur, Université Paris Cité, 75015 Paris, France; (C.M.); (A.M.); (P.P.)
| | - Pascal Pineau
- INSERM U993, Unité Organisation Nucléaire et Oncogenèse, Institut Pasteur, Université Paris Cité, 75015 Paris, France; (C.M.); (A.M.); (P.P.)
| | - Jorge Mata-Garrido
- INSERM U993, Unité Organisation Nucléaire et Oncogenèse, Institut Pasteur, Université Paris Cité, 75015 Paris, France; (C.M.); (A.M.); (P.P.)
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Liu Y, Shi Q, Liu Y, Li X, Wang Z, Huang S, Chen Z, He X. Fibrillarin reprograms glucose metabolism by driving the enhancer-mediated transcription of PFKFB4 in liver cancer. Cancer Lett 2024; 602:217190. [PMID: 39182558 DOI: 10.1016/j.canlet.2024.217190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 06/28/2024] [Accepted: 08/12/2024] [Indexed: 08/27/2024]
Abstract
DNA- and RNA-binding proteins (DRBPs) are versatile proteins capable of binding to both DNA and RNA molecules. In this study, we identified fibrillarin (FBL) as a key DRBP that is upregulated in liver cancer tissues vs. normal tissues and is correlated with patient prognosis. FBL promotes the proliferation of liver cancer cells both in vitro and in vivo. Mechanistically, FBL interacts with the transcription factor KHSRP, thereby regulating the expression of genes involved in glucose metabolism and leading to the reprogramming of glucose metabolism. Specifically, FBL and KHSRP work together to transcriptionally activate the glycolytic enzyme PFKFB4 by co-occupying enhancer and promoter elements, thereby further promoting liver cancer growth. Collectively, these findings provide compelling evidence highlighting the role of FBL as a transcriptional regulator in liver cancer cells, working in conjunction with KHSRP. The FBL/KHSRP-PFKFB4 regulatory axis holds potential as both a prognostic indicator and a therapeutic target for liver cancer. SIGNIFICANCE: A novel role of FBL in the transcriptional activation of PFKFB4, leading to glucose metabolism reprogramming in liver cancer.
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Affiliation(s)
- Yizhe Liu
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Qili Shi
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Yanfang Liu
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Xinrong Li
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhen Wang
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China
| | - Shenglin Huang
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China
| | - Zhiao Chen
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China.
| | - Xianghuo He
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, 200032, China.
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28
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Zhang K, Li G, Wang Q, Liu X, Chen H, Li F, Li S, Song X, Li Y. A disulfidptosis-related glucose metabolism and immune response prognostic model revealing the immune microenvironment in lung adenocarcinoma. Front Immunol 2024; 15:1398802. [PMID: 39091494 PMCID: PMC11291233 DOI: 10.3389/fimmu.2024.1398802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 07/03/2024] [Indexed: 08/04/2024] Open
Abstract
Background Lung adenocarcinoma accounts for the majority of lung cancer cases and impact survival rate of patients severely. Immunotherapy is an effective treatment for lung adenocarcinoma but is restricted by many factors including immune checkpoint expression and the inhibitory immune microenvironment. This study aimed to explore the immune microenvironment in lung adenocarcinoma via disulfidptosis. Methods Public datasets of lung adenocarcinoma from the TCGA and GEO was adopted as the training and validation cohort. Based on the differences in the expression of disulfidptosis -related genes, a glucose metabolism and immune response prognostic model was constructed. The prognostic value and clinical relationship of the model were further explored. Immune-related analyses were performed according to CIBERSORT, ssGSEA, TIDE, IPS. Results We verified that the model could accurately predict the survival expectancy of lung adenocarcinoma patients. Patients with lung adenocarcinoma and a low-risk score had better survival outcomes according to the model. Moreover, the high-risk group tended to have an immunosuppressive effect, as reflected by the immune cell components, phenotypes and functions. We also found that the clinically relevant immune checkpoint CTLA-4 was significantly higher in low-risk group (P<0.05), indicating that the high-risk group may suffer worse tumor immunotherapy efficacy. Finally, we found that this model has accurate predictive value for the efficacy of immune checkpoint blockade in non-small cell lung cancer (P<0.05). Conclusion The prognostic model demonstrated the feasibility of predicting survival and immunotherapy efficacy via disulfidptosis-related genes and will facilitate the development of personalized anticancer therapy.
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Affiliation(s)
- Kai Zhang
- Department of Oncology, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Gang Li
- Graduate School, Kunming Medical University, Kunming, China
| | - Qin Wang
- Graduate School, Kunming Medical University, Kunming, China
| | - Xin Liu
- Department of Thoracic Surgery, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Hong Chen
- Department of Oncology, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Fuqiang Li
- Department of Traditional Chinese Medicine, 920th Hospital of Joint Logistics Support Force, Kunming, China
| | - Shuangyan Li
- Graduate School, Kunming Medical University, Kunming, China
| | - Xinmao Song
- Department of Radiation Oncology, Ear, Nose & Throat Hospital of Fudan University, Shanghai, China
| | - Yi Li
- Department of Oncology, 920th Hospital of Joint Logistics Support Force, Kunming, China
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29
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Yu J, Zhang Y, Xue Y, Pei H, Li B. Emerging roles of long noncoding RNAs in enzymes related intracellular metabolic pathways in cancer biology. Biomed Pharmacother 2024; 176:116831. [PMID: 38824835 DOI: 10.1016/j.biopha.2024.116831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 05/13/2024] [Accepted: 05/26/2024] [Indexed: 06/04/2024] Open
Abstract
Metabolic reprogramming plays critical roles in the development and progression of tumor by providing cancer cells with a sufficient supply of nutrients and other factors needed for fast-proliferating. Emerging evidence indicates that long noncoding RNAs (lncRNAs) are involved in the initiation of metastasis via regulating the metabolic reprogramming in various cancers. In this paper, we aim to summarize that lncRNAs could participate in intracellular nutrient metabolism including glucose, amino acid, lipid, and nucleotide, regardless of whether lncRNAs have tumor-promoting or tumor-suppressor function. Meanwhile, modulation of lncRNAs in glucose metabolic enzymes in glycolysis, pentose phosphate pathway and tricarboxylic acid cycle (TCA) in cancer is reviewed. We also discuss therapeutic strategies targeted at interfering with enzyme activity to decrease the utilization of glucoses, amino acid, nucleotide acid and lipid in tumor cells. This review focuses on our current understanding of lncRNAs participating in cancer cell metabolic reprogramming, paving the way for further investigation into the combination of such approaches with existing anti-cancer therapies.
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Affiliation(s)
- Jing Yu
- Department of Nutrition and Food Hygiene, School of Public Health, Medical College of Soochow University, Suzhou 215123, China; Department of clinical laboratory Center, the First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China
| | - Yue Zhang
- School of Clinical Medicine, Medical College of Soochow University, Suzhou 215123, China
| | - Yaqi Xue
- Department of Clinical Nutrition, the First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Hailong Pei
- State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Collaborative Innovation Centre of Radiological Medicine of Jiangsu Higher Education Institutions, Soochow University, Suzhou 215123, China.
| | - Bingyan Li
- Department of Nutrition and Food Hygiene, School of Public Health, Medical College of Soochow University, Suzhou 215123, China.
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30
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Jia W, Wu Q, Shen M, Yu X, An S, Zhao L, Huang G, Liu J. PFKFB3 regulates breast cancer tumorigenesis and Fulvestrant sensitivity by affecting ERα stability. Cell Signal 2024; 119:111184. [PMID: 38640982 DOI: 10.1016/j.cellsig.2024.111184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/07/2024] [Accepted: 04/16/2024] [Indexed: 04/21/2024]
Abstract
Estrogen receptor alpha (ERα) is expressed in approximately 70% of breast cancer cases and determines the sensitivity and effectiveness of endocrine therapy. 6-phosphofructo-2-kinase/fructose-2, 6-biphosphatase3 (PFKFB3) is a glycolytic enzyme that is highly expressed in a great many human tumors, and recent studies have shown that it plays a significant role in improving drug sensitivity. However, the role of PFKFB3 in regulating ERα expression and the underlying mechanism remains unclear. Here, we find by using immunohistochemistry (IHC) that PFKFB3 is elevated in ER-positive breast cancer and high expression of PFKFB3 resulted in a worse prognosis. In vitro and in vivo experiments verify that PFKFB3 promotes ER-positive breast cancer cell proliferation. The overexpression of PFKFB3 promotes the estrogen-independent ER-positive breast cancer growth. In an estrogen-free condition, RNA-sequencing data from MCF7 cells treated with siPFKFB3 showed enrichment of the estrogen signaling pathway, and a luciferase assay demonstrated that knockdown of PFKFB3 inhibited the ERα transcriptional activity. Mechanistically, down-regulation of PFKFB3 promotes STUB1 binding to ERα, which accelerates ERα degradation by K48-based ubiquitin linkage. Finally, growth of ER-positive breast cancer cells in vivo was more potently inhibited by fulvestrant combined with the PFKFB3 inhibitor PFK158 than for each drug alone. In conclusion, these data suggest that PFKFB3 is identified as an adverse prognosis factor for ER-positive breast cancer and plays a previously unrecognized role in the regulation of ERα stability and activity. Our results further explores an effective approach to improve fulvestrant sensitivity through the early combination with a PFKFB3 inhibitor.
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Affiliation(s)
- Wenzhi Jia
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qianyun Wu
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mengqin Shen
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaofeng Yu
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuxian An
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Li Zhao
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Gang Huang
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianjun Liu
- Department of Nuclear Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Institute of Clinical Nuclear Medicine, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Molecular Imaging, Shanghai, China.
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31
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Krieg S, Fernandes SI, Kolliopoulos C, Liu M, Fendt SM. Metabolic Signaling in Cancer Metastasis. Cancer Discov 2024; 14:934-952. [PMID: 38592405 PMCID: PMC7616057 DOI: 10.1158/2159-8290.cd-24-0174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 03/05/2024] [Accepted: 03/12/2024] [Indexed: 04/10/2024]
Abstract
Metastases, which are the leading cause of death in patients with cancer, have metabolic vulnerabilities. Alterations in metabolism fuel the energy and biosynthetic needs of metastases but are also needed to activate cell state switches in cells leading to invasion, migration, colonization, and outgrowth in distant organs. Specifically, metabolites can activate protein kinases as well as receptors and they are crucial substrates for posttranslational modifications on histone and nonhistone proteins. Moreover, metabolic enzymes can have moonlighting functions by acting catalytically, mainly as protein kinases, or noncatalytically through protein-protein interactions. Here, we summarize the current knowledge on metabolic signaling in cancer metastasis. SIGNIFICANCE Effective drugs for the prevention and treatment of metastases will have an immediate impact on patient survival. To overcome the current lack of such drugs, a better understanding of the molecular processes that are an Achilles heel in metastasizing cancer cells is needed. One emerging opportunity is the metabolic changes cancer cells need to undergo to successfully metastasize and grow in distant organs. Mechanistically, these metabolic changes not only fulfill energy and biomass demands, which are often in common between cancer and normal but fast proliferating cells, but also metabolic signaling which enables the cell state changes that are particularly important for the metastasizing cancer cells.
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Affiliation(s)
- Sarah Krieg
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000 Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000 Leuven, Belgium
| | - Sara Isabel Fernandes
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000 Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000 Leuven, Belgium
| | - Constantinos Kolliopoulos
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000 Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000 Leuven, Belgium
| | - Ming Liu
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000 Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000 Leuven, Belgium
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000 Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000 Leuven, Belgium
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Li S, Ouyang X, Sun H, Jin J, Chen Y, Li L, Wang Q, He Y, Wang J, Chen T, Zhong Q, Liang Y, Pierre P, Zou Q, Ye Y, Su B. DEPDC5 protects CD8 + T cells from ferroptosis by limiting mTORC1-mediated purine catabolism. Cell Discov 2024; 10:53. [PMID: 38763950 PMCID: PMC11102918 DOI: 10.1038/s41421-024-00682-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 04/10/2024] [Indexed: 05/21/2024] Open
Abstract
Peripheral CD8+ T cell number is tightly controlled but the precise molecular mechanism regulating this process is still not fully understood. In this study, we found that epilepsy patients with loss of function mutation of DEPDC5 had reduced peripheral CD8+ T cells, and DEPDC5 expression positively correlated with tumor-infiltrating CD8+ T cells as well as overall cancer patient survival, indicating that DEPDC5 may control peripheral CD8+ T cell homeostasis. Significantly, mice with T cell-specific Depdc5 deletion also had reduced peripheral CD8+ T cells and impaired anti-tumor immunity. Mechanistically, Depdc5-deficient CD8+ T cells produced high levels of xanthine oxidase and lipid ROS due to hyper-mTORC1-induced expression of ATF4, leading to spontaneous ferroptosis. Together, our study links DEPDC5-mediated mTORC1 signaling with CD8+ T cell protection from ferroptosis, thereby revealing a novel strategy for enhancing anti-tumor immunity via suppression of ferroptosis.
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Affiliation(s)
- Song Li
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xinxing Ouyang
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Chest Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hongxiang Sun
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingsi Jin
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yao Chen
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liang Li
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qijun Wang
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yingzhong He
- Department of Neurology of Shanghai Children's Medical Center affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiwen Wang
- Department of Neurology of Shanghai Children's Medical Center affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tongxin Chen
- Department of Allergy and Immunology, Division of Immunology and Multidisciplinary Specialty Clinic, Institute of Pediatric Translational Medicine at Shanghai Children's Medical Center affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qing Zhong
- Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Department of Pathophysiology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yinming Liang
- School of Laboratory Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Philippe Pierre
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Aix Marseille Université, CNRS, INSERM, CIML, Marseille, cedex 9, France
- Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Qiang Zou
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Youqiong Ye
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Jiao Tong University School of Medicine-Yale Institute for Immune Metabolism, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bing Su
- Shanghai Institute of Immunology, Department of Immunology and Microbiology at Basic Medical College, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Department of Gastroenterology and Center for Immune-Related Diseases Research at Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Shanghai Jiao Tong University School of Medicine-Yale Institute for Immune Metabolism, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
- Key Laboratory of Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, China.
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Bijou I, Liu Y, Lu D, Chen J, Sloan S, Alinari L, Lonard DM, O’Malley BW, Wang M, Wang J. Inhibition of SRC-3 as a potential therapeutic strategy for aggressive mantle cell lymphoma. PLoS One 2024; 19:e0289902. [PMID: 38683834 PMCID: PMC11057735 DOI: 10.1371/journal.pone.0289902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
Mantle cell lymphoma (MCL) has a poor prognosis and high relapse rates despite current therapies, necessitating novel treatment regimens. Inhibition of SRC-3 show effectiveness in vivo and in vitro in other B cell lymphomas. Additionally, previous studies have shown that SRC-3 is highly expressed in the lymph nodes of B cell non-Hodgkin's lymphoma patients, suggesting SRC-3 may play a role in the progression of B cell lymphoma. This study aimed to investigate novel SRC-3 inhibitors, SI-10 and SI-12, in mantle cell lymphoma. The cytotoxic effects of SI-10 and SI-12 were evaluated in vitro and demonstrated dose-dependent cytotoxicity in a panel of MCL cell lines. The in vivo efficacy of SI-10 was confirmed in two ibrutinib-resistant models: an immunocompetent disseminated A20 mouse model of B-cell lymphoma and a human PDX model of MCL. Notably, SI-10 treatment also resulted in a significant extension of survival in vivo with low toxicity in both ibrutinib-resistant murine models. We have investigated SI-10 as a novel anti-lymphoma compound via the inhibition of SRC-3 activity. These findings indicate that targeting SRC-3 should be investigated in combination with current clinical therapeutics as a novel strategy to expand the therapeutic index and to improve lymphoma outcomes.
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Affiliation(s)
- Imani Bijou
- Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Yang Liu
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Dong Lu
- Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Jianwei Chen
- Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Shelby Sloan
- Division of Hematology, The James Cancer Hospital and Solove Research Institute, The Ohio State University, Columbus, Ohio, United States of America
| | - Lapo Alinari
- Division of Hematology, The James Cancer Hospital and Solove Research Institute, The Ohio State University, Columbus, Ohio, United States of America
| | - David M. Lonard
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Bert W. O’Malley
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Michael Wang
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Jin Wang
- Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, Texas, United States of America
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Liao M, Yao D, Wu L, Luo C, Wang Z, Zhang J, Liu B. Targeting the Warburg effect: A revisited perspective from molecular mechanisms to traditional and innovative therapeutic strategies in cancer. Acta Pharm Sin B 2024; 14:953-1008. [PMID: 38487001 PMCID: PMC10935242 DOI: 10.1016/j.apsb.2023.12.003] [Citation(s) in RCA: 50] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 11/09/2023] [Accepted: 11/14/2023] [Indexed: 03/17/2024] Open
Abstract
Cancer reprogramming is an important facilitator of cancer development and survival, with tumor cells exhibiting a preference for aerobic glycolysis beyond oxidative phosphorylation, even under sufficient oxygen supply condition. This metabolic alteration, known as the Warburg effect, serves as a significant indicator of malignant tumor transformation. The Warburg effect primarily impacts cancer occurrence by influencing the aerobic glycolysis pathway in cancer cells. Key enzymes involved in this process include glucose transporters (GLUTs), HKs, PFKs, LDHs, and PKM2. Moreover, the expression of transcriptional regulatory factors and proteins, such as FOXM1, p53, NF-κB, HIF1α, and c-Myc, can also influence cancer progression. Furthermore, lncRNAs, miRNAs, and circular RNAs play a vital role in directly regulating the Warburg effect. Additionally, gene mutations, tumor microenvironment remodeling, and immune system interactions are closely associated with the Warburg effect. Notably, the development of drugs targeting the Warburg effect has exhibited promising potential in tumor treatment. This comprehensive review presents novel directions and approaches for the early diagnosis and treatment of cancer patients by conducting in-depth research and summarizing the bright prospects of targeting the Warburg effect in cancer.
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Affiliation(s)
- Minru Liao
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Dahong Yao
- School of Pharmaceutical Sciences, Shenzhen Technology University, Shenzhen 518118, China
| | - Lifeng Wu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Chaodan Luo
- Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA
| | - Zhiwen Wang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
- School of Pharmaceutical Sciences, Shenzhen Technology University, Shenzhen 518118, China
- School of Pharmacy, Shenzhen University Medical School, Shenzhen University, Shenzhen 518055, China
| | - Jin Zhang
- School of Pharmacy, Shenzhen University Medical School, Shenzhen University, Shenzhen 518055, China
| | - Bo Liu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
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Ge LL, Wang H, Zhang YH, Wang HJ, Li L. Lycorine inhibits migration and proliferation of hepatocellular carcinoma cells by reducing transketonase expression. J Cancer 2024; 15:1826-1836. [PMID: 38434975 PMCID: PMC10905394 DOI: 10.7150/jca.93026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 01/16/2024] [Indexed: 03/05/2024] Open
Abstract
Background: Previous studies have showed that lycorine can restrain the development of multiple tumor types, containing hepatocellular carcinoma (HCC), but the underlying mechanisms remain unknown. Methods: We assessed the impact of lycorine on hepatocellular cancer cell proliferation, migration, colony formation, cell cycle, and apoptosis. The possible inhibitory effect of lycorine on the activity of HCC cells was analyzed by RNA-seq, and transketolase (TKT) expression in HCC and nontumorous tissues was detected using RT-PCR. The expression of TKT protein in HCC and tumor adjacent non-cancerous tissues was detected by immunohistochemistry. We evaluated the association of expression of TKT in HCC tissues with prognosis, and investigated the inhibitory effect of lycorine on tumor growth in vivo. Results: Lycorine significantly inhibited the proliferation, invasion, migration, colony formation, cell cycle of HCC cells, but had no obvious impact on apoptosis. Twenty-eight genes were found to be down-regulated in HuH7 and HepG2 cells after lycorine treatment, and the difference of TKT gene expression was significantly. The expression of TKT protein was significantly higher in HCC than in non-tumorous tissues. The expression of TKT was correlated with tumor size, Edmondson grade, AFP, and overall survival. Survival analysis suggested that high expression of TKT was associated with a poor survival. The average tumor volume and weight were significantly reduced in the lycorine injection group, but the body weights of the mice did not change significantly. Conclusion: Lycorine can restrict the migration and proliferation of HCC cells by down-regulating TKT expression, and it may be a potential meaningful drug for the prevention and treatment of HCC.
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Affiliation(s)
- Li-Li Ge
- Department of Nursing,Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hui Wang
- Department of Ultrasound, Taian Maternal and Child Health Hospital, Taian 310014, Shandong Province, China
| | - Yi-Hong Zhang
- General Surgery, Cancer Center, Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hui-Ju Wang
- General Surgery, Cancer Center, Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Li Li
- General Surgery, Cancer Center, Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
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Zhang W, Cao X, Wu H, Zhong X, Shi Y, Sun Z. Function of Steroid Receptor Coactivators in T Cells and Cancers: Implications for Cancer Immunotherapy. Crit Rev Immunol 2024; 44:111-126. [PMID: 38848298 PMCID: PMC11902286 DOI: 10.1615/critrevimmunol.2024051613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024]
Abstract
Steroid receptor coactivator (SRC) family members (SRC1, SRC2 and SRC3) are transcriptional co-regulators. SRCs orchestrate gene transcription by inducing transactivation of nuclear receptors and other transcription factors. Overexpression of SRCs is widely implicated in a range of cancers, especially hormone-related cancers. As coactivators, SRCs regulate multiple metabolic pathways involved in tumor growth, invasion, metastasis, and chemo-resistance. Emerging evidence in recent years suggest that SRCs also regulate maturation, differentiation, and cytotoxicity of T cells by controlling metabolic activities. In this review, we summarize the current understanding of the function of SRCs in T cells as well as cancer cells. Importantly, the controversies of targeting SRCs for cancer immunotherapy as well as possible reconciliation strategies are also discussed.
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Affiliation(s)
- Wencan Zhang
- Department of Immunology & Theranostics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
| | - Xu Cao
- Department of Immuno-Oncology, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
| | - Hongmin Wu
- Department of Immunology & Theranostics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
| | - Xiancai Zhong
- Department of Immunology & Theranostics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
| | - Yun Shi
- Department of Immunology & Theranostics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
| | - Zuoming Sun
- Department of Immunology & Theranostics, Arthur Riggs Diabetes & Metabolism Research Institute, Beckman Research Institute of the City of Hope, Duarte, CA, 91010, USA
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Altunok TH, Muchut RJ, Iglesias AA, Yalcin A. Transforming growth factor β1 upregulates 6-phosphofructo-2-kinase/fructose 2,6-bisphosphatase-4 expression in A549 and MCF-10A cells. Cell Biochem Funct 2023; 41:1220-1229. [PMID: 37707291 DOI: 10.1002/cbf.3856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/17/2023] [Accepted: 09/04/2023] [Indexed: 09/15/2023]
Abstract
Transforming growth factor β1 (TGFβ1) induces a cellular process known as epithelial-mesenchymal transition (EMT) associated with metabolic reprogramming, including enhanced glycolysis. Given the involvement of 6-phosphofructo-2-kinase/fructose 2,6-bisphosphatase (PFKFB) enzymes in glycolysis, we aimed to investigate whether TGFβ1 regulates expressions of PFKFB genes and if PFKFBs are required for TGFβ1-driven phenotypes. A549 and MCF-10A cell lines were used as TGFβ1-driven EMT models. Messenger RNA expressions of PFKFB and EMT genes were determined by real-time quantitative polymerase chain reaction. A small interfering RNA approach was used to deplete PFKFB4 expression. A Matrigel invasion assay was conducted to assess the effect of PFKFB4 silencing on the TGFβ1-enhanced invasion of A549 cells. F2,6BP levels were analyzed using an enzyme-coupled assay. Glucose and lactate concentrations were determined using colorimetric assays. TGFβ1 robustly induced expression of the fourth isoform of PFKFBs, PFKFB4, in both cell lines. PFKFB4 depletion partially inhibits mesenchymal transdifferentiation caused by TGFβ1 in A549 cells, as assessed by microscopy. Inductions of Snail in MCF-10A cells and Fibronectin in A549 cells and repressions of E-cadherin in both cell lines by TGFβ1 are attenuated by PFKFB4 silencing. PFKFB4 silencing reduces F2,6BP and glycolytic activity, although TGFβ1 alone does not affect these parameters. Finally, PFKFB4 depletion suppresses the TGFβ1-driven invasion of A549 cells through Matrigel. Presented data suggest that TGFβ1 induces the expression of PFKFB4 in A549 and MCF-10 cells, and PFKFB4 may be required for TGFβ1-driven phenotypes such as EMT and invasion in these models.
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Affiliation(s)
- Tugba H Altunok
- Department of Biochemistry, School of Veterinary Medicine, Bursa Uludag University, Bursa, Turkey
| | - Robertino J Muchut
- Department of Molecular Enzymology, Coastal Agrobiotechnology Institute, National University of Litoral, Santa Fe, Argentina
| | - Alberto A Iglesias
- Department of Molecular Enzymology, Coastal Agrobiotechnology Institute, National University of Litoral, Santa Fe, Argentina
| | - Abdullah Yalcin
- Department of Biochemistry, School of Veterinary Medicine, Bursa Uludag University, Bursa, Turkey
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Chen Y, Xu J, Liu X, Guo L, Yi P, Cheng C. Potential therapies targeting nuclear metabolic regulation in cancer. MedComm (Beijing) 2023; 4:e421. [PMID: 38034101 PMCID: PMC10685089 DOI: 10.1002/mco2.421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 09/28/2023] [Accepted: 10/12/2023] [Indexed: 12/02/2023] Open
Abstract
The interplay between genetic alterations and metabolic dysregulation is increasingly recognized as a pivotal axis in cancer pathogenesis. Both elements are mutually reinforcing, thereby expediting the ontogeny and progression of malignant neoplasms. Intriguingly, recent findings have highlighted the translocation of metabolites and metabolic enzymes from the cytoplasm into the nuclear compartment, where they appear to be intimately associated with tumor cell proliferation. Despite these advancements, significant gaps persist in our understanding of their specific roles within the nuclear milieu, their modulatory effects on gene transcription and cellular proliferation, and the intricacies of their coordination with the genomic landscape. In this comprehensive review, we endeavor to elucidate the regulatory landscape of metabolic signaling within the nuclear domain, namely nuclear metabolic signaling involving metabolites and metabolic enzymes. We explore the roles and molecular mechanisms through which metabolic flux and enzymatic activity impact critical nuclear processes, including epigenetic modulation, DNA damage repair, and gene expression regulation. In conclusion, we underscore the paramount significance of nuclear metabolic signaling in cancer biology and enumerate potential therapeutic targets, associated pharmacological interventions, and implications for clinical applications. Importantly, these emergent findings not only augment our conceptual understanding of tumoral metabolism but also herald the potential for innovative therapeutic paradigms targeting the metabolism-genome transcriptional axis.
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Affiliation(s)
- Yanjie Chen
- Department of Obstetrics and GynecologyThe Third Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Jie Xu
- Department of Obstetrics and GynecologyThe Third Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Xiaoyi Liu
- Department of Obstetrics and GynecologyThe Third Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Linlin Guo
- Department of Microbiology and ImmunologyThe Indiana University School of MedicineIndianapolisIndianaUSA
| | - Ping Yi
- Department of Obstetrics and GynecologyThe Third Affiliated Hospital of Chongqing Medical UniversityChongqingChina
| | - Chunming Cheng
- Department of Radiation OncologyJames Comprehensive Cancer Center and College of Medicine at The Ohio State UniversityColumbusOhioUSA
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Zodda E, Tura-Ceide O, Mills NL, Tarragó-Celada J, Carini M, Thomson TM, Cascante M. Autonomous metabolic reprogramming and oxidative stress characterize endothelial dysfunction in acute myocardial infarction. eLife 2023; 12:e86260. [PMID: 38014932 PMCID: PMC10871716 DOI: 10.7554/elife.86260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 08/01/2023] [Indexed: 11/29/2023] Open
Abstract
Compelling evidence has accumulated on the role of oxidative stress on the endothelial cell (EC) dysfunction in acute coronary syndrome. Unveiling the underlying metabolic determinants has been hampered by the scarcity of appropriate cell models to address cell-autonomous mechanisms of EC dysfunction. We have generated endothelial cells derived from thrombectomy specimens from patients affected with acute myocardial infarction (AMI) and conducted phenotypical and metabolic characterizations. AMI-derived endothelial cells (AMIECs) display impaired growth, migration, and tubulogenesis. Metabolically, AMIECs displayed augmented ROS and glutathione intracellular content, with a diminished glucose consumption coupled to high lactate production. In AMIECs, while PFKFB3 protein levels of were downregulated, PFKFB4 levels were upregulated, suggesting a shunting of glycolysis towards the pentose phosphate pathway, supported by upregulation of G6PD. Furthermore, the glutaminolytic enzyme GLS was upregulated in AMIECs, providing an explanation for the increase in glutathione content. Finally, AMIECs displayed a significantly higher mitochondrial membrane potential than control ECs, which, together with high ROS levels, suggests a coupled mitochondrial activity. We suggest that high mitochondrial proton coupling underlies the high production of ROS, balanced by PPP- and glutaminolysis-driven synthesis of glutathione, as a primary, cell-autonomous abnormality driving EC dysfunction in AMI.
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Affiliation(s)
- Erika Zodda
- Department of Biochemistry and Molecular Biology, Faculty of Biology, University of BarcelonaBarcelonaSpain
- Institute for Molecular Biology of Barcelona, National Research Council (IBMB-CSIC)BarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EDH)MadridSpain
| | - Olga Tura-Ceide
- Department of Pulmonary Medicine, Hospital Clínic-Institut d’Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS); University of BarcelonaBarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES)MadridSpain
- Department of Pulmonary Medicine, Dr. Josep Trueta University Hospital de Girona, Santa Caterina Hospital de Salt and Girona Biomedical Research Institute (IDIBGI)GironaSpain
| | - Nicholas L Mills
- University/BHF Centre for Cardiovascular Science, University of EdinburghEdinburghUnited Kingdom
| | - Josep Tarragó-Celada
- Department of Biochemistry and Molecular Biology, Faculty of Biology, University of BarcelonaBarcelonaSpain
| | - Marina Carini
- Department of Pharmaceutical Sciences, Università degli Studi di MilanoMilanItaly
| | - Timothy M Thomson
- Institute for Molecular Biology of Barcelona, National Research Council (IBMB-CSIC)BarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EDH)MadridSpain
- Universidad Peruana Cayetano HerediaLimaPeru
| | - Marta Cascante
- Department of Biochemistry and Molecular Biology, Faculty of Biology, University of BarcelonaBarcelonaSpain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBER-EDH)MadridSpain
- Institute of Biomedicine (IBUB), University of BarcelonaBarcelonaSpain
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Hu KF, Shu CW, Lee CH, Tseng CJ, Chou YH, Liu PF. Comparative clinical significance and biological roles of PFKFB family members in oral squamous cell carcinoma. Cancer Cell Int 2023; 23:257. [PMID: 37919747 PMCID: PMC10621127 DOI: 10.1186/s12935-023-03110-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/25/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Cancer cells promote glycolysis, which supports rapid cell growth and proliferation. Phosphofructokinase-fructose bisphosphatases (PFKFBs), a family of bidirectional glycolytic enzymes, play key roles in the regulation of glycolysis in many types of cancer. However, their roles in oral squamous cell carcinoma (OSCC), the most common type of oral cancer, are still unknown. METHODS We compared the gene expression levels of PFKFB family members and analyzed their clinical significance in oral cancer patients, whose clinical data were obtained the Cancer Genome Atlas database. Moreover, real-time quantitative polymerase chain reaction, western blotting, assays for cell viability, cell cycle, cell migration and viability of cell spheroid were performed in scramble and PFKFB-silenced cells. RESULTS We discovered that PFKFB3 expression in tumor tissues was slightly higher than that in tumor adjacent normal tissues but that PFKFB4 expression was significantly higher in the tumor tissues of oral cancer patients. High PFKFB3 and PFKFB4 expression had different effects on the prognosis of oral cancer patients with different clinicopathological outcomes. Our data showed that PFKFB3 and PFKFB4 play different roles; PFKFB3 is involved in cell viability, G2/M cell cycle progression, invasion, and migration, whereas PFKFB4 is involved in the drug resistance and cancer stemness of OSCC cells. Furthermore, oral cancer patients with co-expressions of PFKFB3/cell cycle or EMT markers and PFKFB4/stemness markers had poor prognosis. CONCLUSIONS PFKFB3 and PFKFB4 play different biological roles in OSCC cells, which implying that they might be potential prognostic biomarkers for OSCC patients with certain clinicopathological outcomes.
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Affiliation(s)
- Kai-Fang Hu
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
- Department of Dentistry, Division of Periodontics, Kaohsiung Medical University Hospital, Kaohsiung, 80708, Taiwan
| | - Chih-Wen Shu
- Institute of BioPharmaceutical Sciences, National Sun Yat-Sen University, Kaohsiung, 80424, Taiwan
- Center of Excellence for Metabolic Associated Fatty Liver Disease, National Sun Yat-Sen University, Kaohsiung, Taiwan
- Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan
| | - Cheng-Hsin Lee
- Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan
| | - Ching-Jiunn Tseng
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, 112304, Taiwan
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, 813414, Taiwan
| | - Yu-Hsiang Chou
- Department of Dentistry, Division of Periodontics, Kaohsiung Medical University Hospital, Kaohsiung, 80708, Taiwan
- School of Dentistry, College of Dental Medicine, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan
| | - Pei-Feng Liu
- Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan.
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, 80708, Taiwan.
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, 80708, Taiwan.
- Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung, 80424, Taiwan.
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Yuan M, Zhang X, Yue F, Zhang F, Jiang S, Zhou X, Lv J, Zhang Z, Sun Y, Chen Z, Wu H, Liu X, Yu X, Wei B, Jiang K, Lin F, Zuo Y, Ren S. CircNOLC1 Promotes Colorectal Cancer Liver Metastasis by Interacting with AZGP1 and Sponging miR-212-5p to Regulate Reprogramming of the Oxidative Pentose Phosphate Pathway. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2205229. [PMID: 37870214 PMCID: PMC10667818 DOI: 10.1002/advs.202205229] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 08/27/2023] [Indexed: 10/24/2023]
Abstract
Liver metastasis is a common cause of death in progressive colorectal cancer patients, but the molecular mechanisms remain unclear. Here, it is reported that a conserved and oxidative pentose phosphate pathway-associated circular RNA, circNOLC1, plays a crucial role in colorectal cancer liver metastasis. It is found that circNOLC1 silencing reduces the oxidative pentose phosphate pathway-related intermediate metabolites and elevates NADP+ /NADPH ratio and intracellular ROS levels, thereby attenuating colorectal cancer cell proliferation, migration, and liver metastasis. circNOLC1 interacting with AZGP1 to activate mTOR/SREBP1 signaling, or sponging miR-212-5p to upregulate c-Met expression, both of which can further induce G6PD to activate oxidative pentose phosphate pathway in colorectal cancer liver metastasis. Moreover, circNOLC1 is regulated by the transcription factor YY1 and specifically stabilized HuR induces its parental gene mRNA expression. The associations between circNOLC1 and these signaling molecules are validated in primary CRC and corresponding liver metastasis tissues. These findings reveal that circNOLC1 interacting with AZGP1 and circNOLC1/miR-212-5p/c-Met axis plays a key role in oxidative pentose phosphate pathway-mediated colorectal cancer liver metastasis, which may provide a novel target for precision medicine of colorectal cancer.
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Affiliation(s)
- Menglang Yuan
- Department of General SurgeryThe Second Hospital of Dalian Medical University116023DalianChina
- Department of OncologySidney Kimmel Comprehensive Cancer CenterSchool of MedicineJohns Hopkins UniversityBaltimoreMD21287USA
| | - Xinsheng Zhang
- Department of General SurgeryThe Second Hospital of Dalian Medical University116023DalianChina
| | - Fangxia Yue
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Feifan Zhang
- Department of General SurgeryThe Second Hospital of Dalian Medical University116023DalianChina
| | - Sufen Jiang
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Xu Zhou
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Jinjuan Lv
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Zhenyu Zhang
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Yuzhu Sun
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Zihao Chen
- Department of General SurgeryThe Second Hospital of Dalian Medical University116023DalianChina
| | - Han Wu
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Xiaoqian Liu
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Xiaoqi Yu
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Bowen Wei
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Kexin Jiang
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Fang Lin
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Yunfei Zuo
- Department of Clinical BiochemistryCollege of Laboratory Diagnostic MedicineDalian Medical University116044DalianChina
| | - Shuangyi Ren
- Department of General SurgeryThe Second Hospital of Dalian Medical University116023DalianChina
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Xu J, Yu C, Zeng X, Tang W, Xu S, Tang L, Huang Y, Sun Z, Yu T. Visualization of breast cancer-related protein synthesis from the perspective of bibliometric analysis. Eur J Med Res 2023; 28:461. [PMID: 37885035 PMCID: PMC10605986 DOI: 10.1186/s40001-023-01364-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 09/12/2023] [Indexed: 10/28/2023] Open
Abstract
Breast cancer, as a daunting global health threat, has driven an exponential growth in related research activity in recent decades. An area of research of paramount importance is protein synthesis, and the analysis of specific proteins inextricably linked to breast cancer. In this article, we undertake a bibliometric analysis of the literature on breast cancer and protein synthesis, aiming to provide crucial insights into this esoteric realm of investigation. Our approach was to scour the Web of Science database, between 2003 and 2022, for articles containing the keywords "breast cancer" and "protein synthesis" in their title, abstract, or keywords. We deployed bibliometric analysis software, exploring a range of measures such as publication output, citation counts, co-citation analysis, and keyword analysis. Our search yielded 2998 articles that met our inclusion criteria. The number of publications in this area has steadily increased, with a significant rise observed after 2003. Most of the articles were published in oncology or biology-related journals, with the most publications in Journal of Biological Chemistry, Cancer Research, Proceedings of the National Academy of Sciences of the United States of America, and Oncogene. Keyword analysis revealed that "breast cancer," "expression," "cancer," "protein," and "translation" were the most commonly researched topics. In conclusion, our bibliometric analysis of breast cancer and related protein synthesis literature underscores the burgeoning interest in this research. The focus of the research is primarily on the relationship between protein expression in breast cancer and the development and treatment of tumors. These studies have been instrumental in the diagnosis and treatment of breast cancer. Sustained research in this area will yield essential insights into the biology of breast cancer and the genesis of cutting-edge therapies.
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Affiliation(s)
- Jiawei Xu
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Chengdong Yu
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Xiaoqiang Zeng
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Weifeng Tang
- Fuzhou Medical College of Nanchang University, Fuzhou, 344000, China
| | - Siyi Xu
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Lei Tang
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Yanxiao Huang
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China
| | - Zhengkui Sun
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China.
| | - Tenghua Yu
- Department of Breast Surgery, Affiliated Cancer Hospital of Nanchang University, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Jiangxi Clinical Research Center for Cancer, Nanchang, Jiangxi Province, 330029, China.
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Zhang S, Xie N, Liu Y, Qin C, Savas AC, Wang TY, Li S, Rao Y, Shambayate A, Chou TF, Brenner C, Huang C, Feng P. The Interferon-inducible NAMPT acts as a protein phosphoribosylase to restrict viral infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.12.562112. [PMID: 37905103 PMCID: PMC10614811 DOI: 10.1101/2023.10.12.562112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
As obligate intracellular pathogens, viruses often activate host metabolic enzymes to supply intermediates that support progeny production. Nicotinamide phosphoribosyltransferase (NAMPT), the rate-limiting enzyme of the salvage NAD+ synthesis, is an interferon-inducible protein that inhibits the replication of several RNA and DNA viruses with unknown mechanism. Here we report that NAMPT restricts herpes simplex virus 1 (HSV-1) replication via phosphoribosyl-hydrolase activity toward key viral structural proteins, independent of NAD+ synthesis. Deep mining of enriched phosphopeptides of HSV-1-infected cells identified phosphoribosylated viral structural proteins, particularly glycoproteins and tegument proteins. Indeed, NAMPT de-phosphoribosylates viral proteins in vitro and in cells. Chimeric and recombinant HSV-1 carrying phosphoribosylation-resistant mutations show that phosphoribosylation promotes the incorporation of structural proteins into HSV-1 virions and subsequent virus entry. Moreover, loss of NAMPT renders mice highly susceptible to HSV-1 infection. The work describes a hidden enzyme activity of a metabolic enzyme in viral infection and host defense, offering a system to interrogate roles of phosphoribosylation in metazoans.
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Affiliation(s)
- Shu Zhang
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Na Xie
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital and West China, School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Yongzhen Liu
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Chao Qin
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Ali Can Savas
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Ting-Yu Wang
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
- Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA 91125, USA
| | - Shutong Li
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Youliang Rao
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Alexandra Shambayate
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
| | - Tsui-Fen Chou
- Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA 91125, USA
| | - Charles Brenner
- Department of Diabetes and Cancer Metabolism, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Canhua Huang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital and West China, School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, Sichuan 610041, P.R. China
| | - Pinghui Feng
- Section of Infection and Immunity, Herman Ostrow School of Dentistry, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA
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Menez V, Kergrohen T, Shasha T, Silva-Evangelista C, Le Dret L, Auffret L, Subecz C, Lancien M, Ajlil Y, Vilchis IS, Beccaria K, Blauwblomme T, Oberlin E, Grill J, Castel D, Debily MA. VRK3 depletion induces cell cycle arrest and metabolic reprogramming of pontine diffuse midline glioma - H3K27 altered cells. Front Oncol 2023; 13:1229312. [PMID: 37886173 PMCID: PMC10599138 DOI: 10.3389/fonc.2023.1229312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/19/2023] [Indexed: 10/28/2023] Open
Abstract
We previously identified VRK3 as a specific vulnerability in DMG-H3K27M cells in a synthetic lethality screen targeting the whole kinome. The aim of the present study was to elucidate the mechanisms by which VRK3 depletion impact DMG-H3K27M cell fitness. Gene expression studies after VRK3 knockdown emphasized the inhibition of genes involved in G1/S transition of the cell cycle resulting in growth arrest in G1. Additionally, a massive modulation of genes involved in chromosome segregation was observed, concomitantly with a reduction in the level of phosphorylation of serine 10 and serine 28 of histone H3 supporting the regulation of chromatin condensation during cell division. This last effect could be partly due to a concomitant decrease of the chromatin kinase VRK1 in DMG following VRK3 knockdown. Furthermore, a metabolic switch specific to VRK3 function was observed towards increased oxidative phosphorylation without change in mitochondria content, that we hypothesized would represent a cell rescue mechanism. This study further explored the vulnerability of DMG-H3K27M cells to VRK3 depletion suggesting potential therapeutic combinations, e.g. with the mitochondrial ClpP protease activator ONC201.
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Affiliation(s)
- Virginie Menez
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Thomas Kergrohen
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Tal Shasha
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Claudia Silva-Evangelista
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Ludivine Le Dret
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Lucie Auffret
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Chloé Subecz
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Manon Lancien
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Yassine Ajlil
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Irma Segoviano Vilchis
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Kévin Beccaria
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
- Department of Pediatric Neurosurgery, Necker Enfants Malades, Paris, France
| | - Thomas Blauwblomme
- Department of Pediatric Neurosurgery, Necker Enfants Malades, Paris, France
| | - Estelle Oberlin
- Inserm UMRS-MD 1197, Université Paris-Saclay, Villejuif, France
| | - Jacques Grill
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
- Département de Cancérologie de l’Enfant et de l’Adolescent, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - David Castel
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Marie-Anne Debily
- U981, Molecular Predictors and New Targets in Oncology, Team Genomics and Oncogenesis of Pediatric Brain Tumors, INSERM, Gustave Roussy, Université Paris-Saclay, Villejuif, France
- Univ Evry, Université Paris-Saclay, Evry, France
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Gu X, Dai X, Huang Y, Zhang Y, Dong L, Gao C, Wang F. Differential roles of highly expressed PFKFB4 in colon adenocarcinoma patients. Sci Rep 2023; 13:16284. [PMID: 37770581 PMCID: PMC10539362 DOI: 10.1038/s41598-023-43619-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 09/26/2023] [Indexed: 09/30/2023] Open
Abstract
Colon adenocarcinoma (COAD) is a common malignant tumor, and the role of the protein PFKFB4 in glycolysis and pentose phosphate pathways is crucial. Researchers investigated the clinical significance of PFKFB4 in COAD by studying its expression in 79 tissue samples using immunohistochemistry. We found that PFKFB4 expression was significantly higher in COAD patients, particularly in the sigmoid colon. Interestingly, high PFKFB4 expression was associated with both improved overall survival (OS) and worse progression-free survival (PPS) in COAD patients. Further analysis revealed that genes associated with PFKFB4 were linked to various metabolic pathways, including amino acid biosynthesis, glycolysis, gluconeogenesis, glucose metabolism, and inflammatory response. PFKFB4 expression also showed correlations with the infiltration of different immune cell types in COAD patients, such as CD8+ T cells, CD4+ T cells, regulatory T cells (Tregs), macrophages, neutrophils, dendritic cells, active mast cells, and resting NK cells. Overall, the relationship between PFKFB4 expression and the prognosis of COAD is complex and diverse, possibly playing different roles at different stages of the disease. Moreover, its mechanism might involve interactions with various metabolic pathways and immune infiltration in the tumor microenvironment. These findings provide valuable insights into the potential role of PFKFB4 as a biomarker or therapeutic target in COAD.
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Affiliation(s)
- Xiaojing Gu
- Department of Gastroenterology, General Hospital, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Xingchen Dai
- Department of Gastroenterology, General Hospital, Ningxia Medical University, Yinchuan, Ningxia, China
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, China
- Key Laboratory of Fertility Preservation and Maintenance of Ministry of Education, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yongli Huang
- Key Laboratory of Fertility Preservation and Maintenance of Ministry of Education, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yuhuan Zhang
- Department of Gastroenterology, General Hospital, Ningxia Medical University, Yinchuan, Ningxia, China
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, China
- Key Laboratory of Fertility Preservation and Maintenance of Ministry of Education, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Lintao Dong
- Department of Gastroenterology, General Hospital, Ningxia Medical University, Yinchuan, Ningxia, China
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, China
- Key Laboratory of Fertility Preservation and Maintenance of Ministry of Education, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Chanchan Gao
- Department of Oncology, Zhongda Hospital, Southeast University, Nanjing, Jiangsu, China.
| | - Fang Wang
- Department of Gastroenterology, General Hospital, Ningxia Medical University, Yinchuan, Ningxia, China.
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Liu T, Wen Z, Shao L, Cui Y, Tang X, Miao H, Shi J, Jiang L, Feng S, Zhao Y, Zhang H, Liang Q, Chen D, Zhang Y, Wang C. ATF4 knockdown in macrophage impairs glycolysis and mediates immune tolerance by targeting HK2 and HIF-1α ubiquitination in sepsis. Clin Immunol 2023; 254:109698. [PMID: 37481013 DOI: 10.1016/j.clim.2023.109698] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/30/2023] [Accepted: 07/18/2023] [Indexed: 07/24/2023]
Abstract
Strengthened glycolysis is crucial for the macrophage pro-inflammatory response during sepsis. Activating transcription factor 4 (ATF4) plays an important role in regulating glucose and lipid metabolic homeostasis in hepatocytes and adipocytes. However, its immunometabolic role in macrophage during sepsis remains largely unknown. In the present study, we found that the expression of ATF4 in peripheral blood mononuclear cells (PBMCs) was increased and associated with glucose metabolism in septic patients. Atf4 knockdown specifically decreased LPS-induced spleen macrophages and serum pro-inflammatory cytokines levels in mice. Moreover, Atf4 knockdown partially blocked LPS-induced pro-inflammatory cytokines, lactate accumulation and glycolytic capacity in RAW264.7. Mechanically, ATF4 binds to the promoter region of hexokinase II (HK2), and interacts with hypoxia inducible factor-1α (HIF-1α) and stabilizes HIF-1α through ubiquitination modification in response to LPS. Furthermore, ATF4-HIF-1α-HK2-glycolysis axis launches pro-inflammatory response in macrophage depending on the activation of mammalian target of rapamycin (mTOR). Importantly, Atf4 overexpression improves the decreased level of pro-inflammatory cytokines and lactate secretion and HK2 expression in LPS-induced tolerant macrophages. In conclusion, we propose a novel function of ATF4 as a crucial glycolytic activator contributing to pro-inflammatory response and improving immune tolerant in macrophage involved in sepsis. So, ATF4 could be a potential new target for immunotherapy of sepsis.
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Affiliation(s)
- Tiantian Liu
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China
| | - Zhenliang Wen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China
| | - Lujing Shao
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China
| | - Yun Cui
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, 200062, Shanghai, China
| | - Xiaomeng Tang
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China
| | - Huijie Miao
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, 200062, Shanghai, China
| | - Jingyi Shi
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, 200062, Shanghai, China
| | - Linlin Jiang
- Department of Clinical Laboratory, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200062, China
| | - Shuyun Feng
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China
| | - Yilin Zhao
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China
| | - Hong Zhang
- Department of Clinical Laboratory, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200062, China
| | - Qiming Liang
- Research Center of Translational Medicine, Shanghai Institute of Immunology, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dechang Chen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025 Shanghai, China..
| | - Yucai Zhang
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, 200062, Shanghai, China.
| | - Chunxia Wang
- Department of Critical Care Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Laboratory of Critical Care Translational Medicine, Institute of Pediatric Infection, Immunity, and Critical Care Medicine, Shanghai Jiao Tong University School of Medicine, 200062 Shanghai, China; Institute of Pediatric Critical Care, Shanghai Jiao Tong University, 200062, Shanghai, China.
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Kar S, Maji N, Sen K, Roy S, Maity A, Ghosh Dastidar S, Nath S, Basu G, Basu M. Reprogramming of glucose metabolism via PFKFB4 is critical in FGF16-driven invasion of breast cancer cells. Biosci Rep 2023; 43:BSR20230677. [PMID: 37222403 PMCID: PMC10407156 DOI: 10.1042/bsr20230677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 05/25/2023] Open
Abstract
Fibroblast growth factors (FGFs) are expressed in both developing and adult tissues and play important roles in embryogenesis, tissue homeostasis, angiogenesis, and neoplastic transformation. Here, we report the elevated expression of FGF16 in human breast tumor and investigate its potential involvement in breast cancer progression. The onset of epithelial-mesenchymal transition (EMT), a prerequisite for cancer metastasis, was observed in human mammary epithelial cell-line MCF10A by FGF16. Further study unveiled that FGF16 alters mRNA expression of a set of extracellular matrix genes to promote cellular invasion. Cancer cells undergoing EMT often show metabolic alteration to sustain their continuous proliferation and energy-intensive migration. Similarly, FGF16 induced a significant metabolic shift toward aerobic glycolysis. At the molecular level, FGF16 enhanced GLUT3 expression to facilitate glucose transport into cells, which through aerobic glycolysis generates lactate. The bi-functional protein, 6-phosphofructo-2-kinase/fructose-2, 6-bisphosphatase 4 (PFKFB4) was found to be a mediator in FGF16-driven glycolysis and subsequent invasion. Furthermore, PFKFB4 was found to play a critical role in promoting lactate-induced cell invasion since silencing PFKFB4 decreased lactate level and rendered the cells less invasive. These findings support potential clinical intervention of any of the members of FGF16-GLUT3-PFKFB4 axis to control the invasion of breast cancer cells.
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Affiliation(s)
- Swarnali Kar
- Department of Biophysics, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Nilanjana Maji
- Department of Biophysics, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Kamalika Sen
- Bioinformatics Centre, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Stuti Roy
- Basic and Translational Research Division, Saroj Gupta Cancer Centre and Research Institute (SGCC & RI), Kolkata 700063, India
| | - Atanu Maity
- Bioinformatics Centre, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Shubhra Ghosh Dastidar
- Bioinformatics Centre, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Somsubhra Nath
- Basic and Translational Research Division, Saroj Gupta Cancer Centre and Research Institute (SGCC & RI), Kolkata 700063, India
| | - Gautam Basu
- Department of Biophysics, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
| | - Moitri Basu
- Department of Biophysics, Bose Institute, P 1/12, C.I.T. Scheme VIIM, Kolkata 700054, India
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48
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Kiliti AJ, Sharif GM, Martin MB, Wellstein A, Riegel AT. AIB1/SRC-3/NCOA3 function in estrogen receptor alpha positive breast cancer. Front Endocrinol (Lausanne) 2023; 14:1250218. [PMID: 37711895 PMCID: PMC10498919 DOI: 10.3389/fendo.2023.1250218] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 08/14/2023] [Indexed: 09/16/2023] Open
Abstract
The estrogen receptor alpha (ERα) is a steroid receptor that is pivotal in the initiation and progression of most breast cancers. ERα regulates gene transcription through recruitment of essential coregulators, including the steroid receptor coactivator AIB1 (Amplified in Breast Cancer 1). AIB1 itself is an oncogene that is overexpressed in a subset of breast cancers and is known to play a role in tumor progression and resistance to endocrine therapy through multiple mechanisms. Here we review the normal and pathological functions of AIB1 in regard to its ERα-dependent and ERα-independent actions, as well as its genomic conservation and protein evolution. We also outline the efforts to target AIB1 in the treatment of breast cancer.
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Affiliation(s)
- Amber J. Kiliti
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, United States
- Department of Biochemistry, Molecular and Cellular Biology, Georgetown University, Washington, DC, United States
| | - Ghada M. Sharif
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, United States
| | - Mary Beth Martin
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, United States
- Department of Biochemistry, Molecular and Cellular Biology, Georgetown University, Washington, DC, United States
| | - Anton Wellstein
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, United States
| | - Anna T. Riegel
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, United States
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49
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Dai Y, Zhang X, Ou Y, Zou L, Zhang D, Yang Q, Qin Y, Du X, Li W, Yuan Z, Xiao Z, Wen Q. Anoikis resistance--protagonists of breast cancer cells survive and metastasize after ECM detachment. Cell Commun Signal 2023; 21:190. [PMID: 37537585 PMCID: PMC10399053 DOI: 10.1186/s12964-023-01183-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 06/04/2023] [Indexed: 08/05/2023] Open
Abstract
Breast cancer exhibits the highest global incidence among all tumor types. Regardless of the type of breast cancer, metastasis is a crucial cause of poor prognosis. Anoikis, a form of apoptosis initiated by cell detachment from the native environment, is an outside-in process commencing with the disruption of cytosolic connectors such as integrin-ECM and cadherin-cell. This disruption subsequently leads to intracellular cytoskeletal and signaling pathway alterations, ultimately activating caspases and initiating programmed cell death. Development of an anoikis-resistant phenotype is a critical initial step in tumor metastasis. Breast cancer employs a series of stromal alterations to suppress anoikis in cancer cells. Comprehensive investigation of anoikis resistance mechanisms can inform strategies for preventing and regressing metastatic breast cancer. The present review first outlines the physiological mechanisms of anoikis, elucidating the alterations in signaling pathways, cytoskeleton, and protein targets that transpire from the outside in upon adhesion loss in normal breast cells. The specific anoikis resistance mechanisms induced by pathological changes in various spatial structures during breast cancer development are also discussed. Additionally, the genetic loci of targets altered in the development of anoikis resistance in breast cancer, are summarized. Finally, the micro-RNAs and targeted drugs reported in the literature concerning anoikis are compiled, with keratocin being the most functionally comprehensive. Video Abstract.
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Affiliation(s)
- Yalan Dai
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Department of Oncology, Garze Tibetan Autonomous Prefecture People's Hospital, Kangding, China
| | - Xinyi Zhang
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shenzhen, China
| | - Yingjun Ou
- Clinical Medicine School, Southwest Medicial Univercity, Luzhou, China
- Orthopaedics, Garze Tibetan Autonomous Prefecture People's Hospital, Kangding, China
| | - Linglin Zou
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Duoli Zhang
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Qingfan Yang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yi Qin
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xiuju Du
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Wei Li
- Southwest Medical University, Luzhou, China
| | | | - Zhangang Xiao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.
| | - Qinglian Wen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.
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50
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Yu T, Zhang Q, Yu SK, Nie FQ, Zhang ML, Wang Q, Lu KH. THOC3 interacts with YBX1 to promote lung squamous cell carcinoma progression through PFKFB4 mRNA modification. Cell Death Dis 2023; 14:475. [PMID: 37500615 PMCID: PMC10374565 DOI: 10.1038/s41419-023-06008-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 07/13/2023] [Accepted: 07/17/2023] [Indexed: 07/29/2023]
Abstract
The THO complex (THOC) is ubiquitously involved in RNA modification and various THOC proteins have been reported to regulate tumor development. However, the role of THOC3 in lung cancer remains unknown. In this study, we identified that THOC3 was highly expressed in lung squamous cell carcinoma (LUSC) and negatively associated with prognosis. THOC3 knockdown inhibited LUSC cell growth, migration, and glycolysis. THOC3 expression was regulated by TRiC proteins, such as CCT8 and CCT6A, which supported protein folding. Furthermore, THOC3 could form a complex with YBX1 to promote PFKFB4 transcription. THOC3 was responsible for exporting PFKFB4 mRNA to the cytoplasm, while YBX1 ensured the stability of PFKFB4 mRNA by recognizing m5C sites in its 3'UTR. Downregulation of PFKFB4 suppressed the biological activities of LUSC. Collectively, these findings suggest that THOC3, folded by CCT proteins can collaborate with YBX1 to maintain PFKFB4 expression and facilitate LUSC development. Therefore, THOC3 could be considered as a novel promising therapeutic target for LUSC.
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Affiliation(s)
- Tao Yu
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China
| | - Qi Zhang
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China
- Department of Oncology, the Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, China
| | - Shao-Kun Yu
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China
| | - Feng-Qi Nie
- Department of Oncology, the Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Mei-Ling Zhang
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China
| | - Qian Wang
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China
| | - Kai-Hua Lu
- Department of Oncology, the First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, China.
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